Datasets › Kinetics › Papers where code ran, page 1

Kinetics (Kinetics Human Action Video Dataset)

Papers archive 2025-07-28

papers with a benchmark row: 171 · with a code link: 132 · where Syntology ran a sample: 73 (66 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (73 of 171 with a benchmark row: 66 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not run it on this dataset or check it against this dataset's benchmarks.

Page 1 of 1: papers 1 to 73 of the 73 papers with a benchmark row here where Syntology ran at least one harvested sample (66 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset, not that list; the archive's count for this dataset is 1,341. The Syntology column is from Syntology's graph, stated per sample; it is not part of any archive number. A line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified” (C is a part of N, never taken away from it); the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. When the archive marks a repository official for the paper, the cell starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from. Syntology's record for this page has not changed since , the first build that kept a record date for it; when this build read Syntology's graph is in the build record.

PaperCodeResultsDateSamples run Syntology
Make Your Training Flexible: Towards Deployment-Efficient Video Models 1 2 18 Mar 2025 official (archive's flag): 17 ran · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (6 pointer-only for licence)
LARP: Tokenizing Videos with a Learned Autoregressive Generative Prior 1 1 28 Oct 2024 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation 1 1 13 Jun 2024 official (archive's flag): 4 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
Leveraging Temporal Contextualization for Video Action Recognition 2 1 15 Apr 2024 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence)
VideoMamba: State Space Model for Efficient Video Understanding 2 1 11 Mar 2024 official (archive's flag): 3 ran · 9 ran (of which 5 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified
CAST: Cross-Attention in Space and Time for Video Action Recognition 1 1 30 Nov 2023 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (17 pointer-only for licence)
OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition 1 1 30 Nov 2023 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified
Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation 3 2 9 Oct 2023 19 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 2 honoured, 4 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (5 pointer-only for licence)
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment 6 1 3 Oct 2023 official (archive's flag): 5 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (3 pointer-only for licence)
ZeroI2V: Zero-Cost Adaptation of Pre-trained Transformers from Image to Video 2 1 2 Oct 2023 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified
Orthogonal Temporal Interpolation for Zero-Shot Video Recognition 1 1 14 Aug 2023 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
Temporally-Adaptive Models for Efficient Video Understanding 1 2 10 Aug 2023 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified
What Can Simple Arithmetic Operations Do for Temporal Modeling? 2 1 18 Jul 2023 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles 4 1 1 Jun 2023 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities 2 1 18 May 2023 official (archive's flag): 5 ran · 5 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
Implicit Temporal Modeling with Learnable Alignment for Video Recognition 1 3 20 Apr 2023 official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (4 pointer-only for licence)
VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking 1 2 29 Mar 2023 official (archive's flag): 2 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified; every one of the 2 samples that ran constructed an object rather than computing a result
Unmasked Teacher: Towards Training-Efficient Video Foundation Models 1 2 28 Mar 2023 official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge 1 1 15 Mar 2023 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence)
mPLUG-2: A Modularized Multi-modal Foundation Model Across Text, Image and Video 4 1 1 Feb 2023 community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 8 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
Scalable Adaptive Computation for Iterative Generation 2 2 22 Dec 2022 official (archive's flag): 13 ran · 21 ran (of which 9 constructed an object rather than computing a result; 18 with no instrument failure: 8 honoured, 0 violated, 10 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified (1 pointer-only for licence)
MAGVIT: Masked Generative Video Transformer 1 3 10 Dec 2022 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
InternVideo: General Video Foundation Models via Generative and Discriminative Learning 2 1 6 Dec 2022 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified
Rethinking Video ViTs: Sparse Video Tubes for Joint Image and Video Learning 1 3 6 Dec 2022 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders 2 1 16 Nov 2022 official (archive's flag): 14 ran · 18 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (6 pointer-only for licence)
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale 6 1 14 Nov 2022 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition 1 1 23 Aug 2022 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (7 pointer-only for licence)
Frozen CLIP Models are Efficient Video Learners 2 1 6 Aug 2022 official (archive's flag): 5 ran · 5 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (10 pointer-only for licence)
Expanding Language-Image Pretrained Models for General Video Recognition 2 2 4 Aug 2022 official (archive's flag): 3 ran · 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (3 pointer-only for licence)
Spatiotemporal Self-attention Modeling with Temporal Patch Shift for Action Recognition 1 1 27 Jul 2022 official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning 1 1 27 Jun 2022 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (3 pointer-only for licence)
Diffusion Models for Video Prediction and Infilling 1 1 15 Jun 2022 official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 4 honoured, 0 violated, 4 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (11 pointer-only for licence)
CoCa: Contrastive Captioners are Image-Text Foundation Models 6 2 4 May 2022 10 ran (of which 5 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (2 pointer-only for licence)
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training 9 5 23 Mar 2022 official (archive's flag): 9 ran · 10 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (12 pointer-only for licence)
DirecFormer: A Directed Attention in Transformer Approach to Robust Action Recognition 1 1 19 Mar 2022 official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (8 pointer-only for licence)
Omnivore: A Single Model for Many Visual Modalities 2 2 20 Jan 2022 official (archive's flag): 1 ran · 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (1 pointer-only for licence)
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion 1 1 24 Nov 2021 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 3 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Swin Transformer V2: Scaling Up Capacity and Resolution 23 1 18 Nov 2021 community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 3 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 13 unverified (4 pointer-only for licence)
ActionCLIP: A New Paradigm for Video Action Recognition 2 2 17 Sep 2021 official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence)
Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition 1 1 10 Aug 2021 official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence)
Elaborative Rehearsal for Zero-shot Action Recognition 1 2 5 Aug 2021 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 1 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified
CCVS: Context-aware Controllable Video Synthesis 1 1 16 Jul 2021 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
Video Swin Transformer 15 6 24 Jun 2021 official (archive's flag): 3 ran · 19 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 5 where Syntology's instrument failed) · 13 unverified (7 pointer-only for licence)
VIMPAC: Video Pre-Training via Masked Token Prediction and Contrastive Learning 1 1 21 Jun 2021 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
TokenLearner: What Can 8 Learned Tokens Do for Images and Videos? 11 1 21 Jun 2021 official (archive's flag): 1 ran · 3 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers 2 1 9 Jun 2021 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
CT-Net: Channel Tensorization Network for Video Classification 1 1 3 Jun 2021 official (archive's flag): 11 ran · 11 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 7 where Syntology's instrument failed) · 2 unverified
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text 5 1 22 Apr 2021 community repositories only · 5 ran (of which 4 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (8 pointer-only for licence)
Multiscale Vision Transformers 8 4 22 Apr 2021 community repositories only · 13 ran (of which 10 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 13 unverified (5 pointer-only for licence)
ViViT: A Video Vision Transformer 10 2 29 Mar 2021 official: no sample here; runs from other or unrecorded repositories · 14 ran (of which 10 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (1 pointer-only for licence)
MoViNets: Mobile Video Networks for Efficient Video Recognition 3 7 21 Mar 2021 community repositories only · 9 ran (of which 6 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified
Is Space-Time Attention All You Need for Video Understanding? 16 3 9 Feb 2021 official: no sample here; runs from other or unrecorded repositories · 35 ran (of which 17 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 1 violated, 20 with no contract checked; 14 where Syntology's instrument failed) · 8 unverified (14 pointer-only for licence)
TDN: Temporal Difference Networks for Efficient Action Recognition 1 1 18 Dec 2020 official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified
MotionSqueeze: Neural Motion Feature Learning for Video Understanding 2 1 20 Jul 2020 6 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (2 pointer-only for licence)
Latent Video Transformer 1 1 18 Jun 2020 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (1 pointer-only for licence)
X3D: Expanding Architectures for Efficient Video Recognition 8 4 9 Apr 2020 community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition 3 1 31 Mar 2020 official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified
Omni-sourced Webly-supervised Learning for Video Recognition 3 3 29 Mar 2020 official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified
More Is Less: Learning Efficient Video Representations by Big-Little Network and Depthwise Temporal Aggregation 1 1 2 Dec 2019 official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified
A Multigrid Method for Efficiently Training Video Models 3 1 2 Dec 2019 community repositories only · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (3 pointer-only for licence)
Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching 1 1 11 Nov 2019 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Chirality Nets for Human Pose Regression 1 1 31 Oct 2019 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified
What Makes Training Multi-Modal Classification Networks Hard? 3 2 29 May 2019 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified
Large-scale weakly-supervised pre-training for video action recognition 3 1 2 May 2019 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified
Actional-Structural Graph Convolutional Networks for Skeleton-based Action Recognition 1 1 26 Apr 2019 official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 2 honoured, 1 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (5 pointer-only for licence)
Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural Networks with Octave Convolution 28 1 10 Apr 2019 community repositories only · 24 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 13 where Syntology's instrument failed) · 10 unverified (9 pointer-only for licence)
Video Classification with Channel-Separated Convolutional Networks 7 5 4 Apr 2019 official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified
SlowFast Networks for Video Recognition 15 6 10 Dec 2018 community repositories only · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
TSM: Temporal Shift Module for Efficient Video Understanding 13 1 20 Nov 2018 official: harvested, nothing ran · 10 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 5 where Syntology's instrument failed) · 6 unverified (6 pointer-only for licence)
A Closer Look at Spatiotemporal Convolutions for Action Recognition 24 6 30 Nov 2017 community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (4 pointer-only for licence)
Non-local Neural Networks 32 1 21 Nov 2017 official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence)
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset 34 1 22 May 2017 16 ran (of which 7 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 6 where Syntology's instrument failed) · 12 unverified (7 pointer-only for licence)
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition 22 1 2 Aug 2016 community repositories only · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 14 unverified (3 pointer-only for licence)