Datasets › UCF101 › Papers, page 2

UCF101 (UCF101 Human Actions dataset)

Papers archive 2025-07-28

papers with a benchmark row: 228 · with a code link: 162 · where Syntology ran a sample: 75 (66 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (75 of 228 with a benchmark row: 66 with a run with no instrument failure, 9 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 228 with a leaderboard row on this dataset's benchmarks, newest first by the archive's date (ties by slug; undated papers last).

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 1,863. 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
Conditional Prompt Learning for Vision-Language Models 12 1 10 Mar 2022 community repositories only · 4 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; 3 where Syntology's instrument failed) · 2 unverified (3 pointer-only for licence)
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation 1 1 28 Feb 2022 official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 1 unverified (1 pointer-only for licence)
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks 1 2 21 Feb 2022 not harvested
FILM: Frame Interpolation for Large Motion 2 1 10 Feb 2022 official (archive's flag): 2 ran · 12 ran (of which 6 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 8 unverified
Spatio-temporal Relation Modeling for Few-shot Action Recognition 1 1 9 Dec 2021 not harvested
Self-supervised Video Transformer 1 1 2 Dec 2021 official: harvested, nothing ran · 0 ran · 1 unverified
ST-MFNet: A Spatio-Temporal Multi-Flow Network for Frame Interpolation 3 1 30 Nov 2021 not harvested
Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity 1 3 9 Nov 2021 not harvested
Efficient Action Recognition Using Confidence Distillation 0 1 5 Sep 2021 not harvested
LIGAR: Lightweight General-purpose Action Recognition 1 1 30 Aug 2021 not harvested
Self-Supervised Video Representation Learning with Meta-Contrastive Network 0 2 19 Aug 2021 not harvested
Asymmetric Bilateral Motion Estimation for Video Frame Interpolation 1 1 15 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, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence)
Elaborative Rehearsal for Zero-shot Action Recognition 1 1 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
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)
Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting 1 9 18 Jun 2021 not harvested
A Good Image Generator Is What You Need for High-Resolution Video Synthesis 1 1 30 Apr 2021 not harvested
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning 2 1 29 Apr 2021 not harvested
VidTr: Video Transformer Without Convolutions 0 1 23 Apr 2021 not harvested
VideoGPT: Video Generation using VQ-VAE and Transformers 3 1 20 Apr 2021 not harvested
Broaden Your Views for Self-Supervised Video Learning 1 2 30 Mar 2021 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified
Busy-Quiet Video Disentangling for Video Classification 2 1 29 Mar 2021 not harvested
An Image is Worth 16x16 Words, What is a Video Worth? 2 1 25 Mar 2021 official: harvested, nothing ran · 0 ran · 1 unverified
CDFI: Compression-Driven Network Design for Frame Interpolation 1 1 18 Mar 2021 not harvested
VideoMoCo: Contrastive Video Representation Learning with Temporally Adversarial Examples 1 2 10 Mar 2021 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 (1 pointer-only for licence)
Learning Transferable Visual Models From Natural Language Supervision 82 1 26 Feb 2021 official: no sample here; runs from other or unrecorded repositories · 16 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; 14 where Syntology's instrument failed) · 4 unverified (16 pointer-only for licence)
TCLR: Temporal Contrastive Learning for Video Representation 1 1 20 Jan 2021 official: harvested, nothing ran · 0 ran · 1 unverified
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition 0 1 18 Jan 2021 not harvested
Temporal-Relational CrossTransformers for Few-Shot Action Recognition 2 1 15 Jan 2021 official (archive's flag): 1 ran · 2 ran (of which 1 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) · 3 unverified (1 pointer-only for licence)
SMART Frame Selection for Action Recognition 0 1 19 Dec 2020 not harvested
Latent Neural Differential Equations for Video Generation 1 3 7 Nov 2020 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) · 0 unverified (1 pointer-only for licence)
Bubblenet: A Disperse Recurrent Structure To Recognize Activities 0 1 30 Oct 2020 not harvested
Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning 1 1 29 Oct 2020 not harvested
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning 1 1 27 Oct 2020 not harvested
Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition 1 1 20 Oct 2020 official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 4 unverified
Self-supervised Co-training for Video Representation Learning 1 2 19 Oct 2020 official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 0 unverified
PERF-Net: Pose Empowered RGB-Flow Net 0 1 28 Sep 2020 not harvested
Spatiotemporal Contrastive Video Representation Learning 4 6 9 Aug 2020 not harvested
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework 2 1 6 Aug 2020 official: no sample here; runs from other or unrecorded repositories · 4 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; 4 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence)
Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition 2 1 3 Aug 2020 not harvested
BMBC:Bilateral Motion Estimation with Bilateral Cost Volume for Video Interpolation 1 1 17 Jul 2020 official (archive's flag): 6 ran · 6 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; 2 where Syntology's instrument failed) · 1 unverified (4 pointer-only for licence)
Self-Supervised MultiModal Versatile Networks 1 2 29 Jun 2020 not harvested
Video Frame Interpolation via Residue Refinement 2 1 4 May 2020 not harvested
Audio-Visual Instance Discrimination with Cross-Modal Agreement 1 5 27 Apr 2020 not harvested
Omni-sourced Webly-supervised Learning for Video Recognition 3 1 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
Temporally Coherent Embeddings for Self-Supervised Video Representation Learning 1 3 21 Mar 2020 official: harvested, nothing ran · 0 ran · 1 unverified (1 pointer-only for licence)
Softmax Splatting for Video Frame Interpolation 2 1 11 Mar 2020 official: not harvested · 0 ran · 1 unverified
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications 1 1 3 Mar 2020 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified
Evolving Losses for Unsupervised Video Representation Learning 0 1 26 Feb 2020 not harvested
Learning spatio-temporal representations with temporal squeeze pooling 0 1 11 Feb 2020 not harvested
Few-shot Action Recognition with Permutation-invariant Attention 1 1 12 Jan 2020 not harvested
Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning 1 1 2 Jan 2020 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 (3 pointer-only for licence)
Lower Dimensional Kernels for Video Discriminators 1 3 18 Dec 2019 not harvested
HalluciNet-ing Spatiotemporal Representations Using a 2D-CNN 2 1 10 Dec 2019 not harvested
Self-Supervised Learning by Cross-Modal Audio-Video Clustering 1 1 28 Nov 2019 official: harvested, nothing ran · 0 ran · 1 unverified
Skip-Clip: Self-Supervised Spatiotemporal Representation Learning by Future Clip Order Ranking 0 1 28 Oct 2019 not harvested
Markov Decision Process for Video Generation 0 2 26 Sep 2019 not harvested
MLGCN: Multi-Laplacian Graph Convolutional Networks for Human Action Recognition 0 1 11 Sep 2019 not harvested
Video Representation Learning by Dense Predictive Coding 1 3 10 Sep 2019 official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified
Cooperative Cross-Stream Network for Discriminative Action Representation 0 1 27 Aug 2019 not harvested
I3D-LSTM: A New Model for Human Action Recognition 1 1 9 Aug 2019 not harvested
STM: SpatioTemporal and Motion Encoding for Action Recognition 0 1 7 Aug 2019 not harvested
Two-Stream Video Classification with Cross-Modality Attention 0 1 1 Aug 2019 not harvested
I Know the Relationships: Zero-Shot Action Recognition via Two-Stream Graph Convolutional Networks and Knowledge Graphs 1 1 17 Jul 2019 not harvested
R-STAN: Residual Spatial-Temporal Attention Network for Action Recognition 0 2 19 Jun 2019 not harvested
Contrastive Multiview Coding 8 1 13 Jun 2019 official (archive's flag): 1 ran · 4 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; 2 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
Learning Spatio-Temporal Representation with Local and Global Diffusion 0 3 13 Jun 2019 not harvested
Unsupervised Video Interpolation Using Cycle Consistency 1 1 13 Jun 2019 not harvested
FASTER Recurrent Networks for Efficient Video Classification 0 1 10 Jun 2019 not harvested
MARS: Motion-Augmented RGB Stream for Action Recognition 1 2 1 Jun 2019 not harvested
Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction 0 1 1 Jun 2019 not harvested
Large Scale Holistic Video Understanding 1 1 25 Apr 2019 not harvested
Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics 1 1 7 Apr 2019 not harvested
Attention Distillation for Learning Video Representations 0 1 5 Apr 2019 not harvested
Resource Efficient 3D Convolutional Neural Networks 2 3 4 Apr 2019 not harvested
Dance with Flow: Two-in-One Stream Action Detection 1 1 1 Apr 2019 not harvested
Depth-Aware Video Frame Interpolation 5 1 1 Apr 2019 official (archive's flag): 7 ran · 14 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence)
Contextual Action Cues from Camera Sensor for Multi-Stream Action Recognition 0 1 20 Mar 2019 not harvested
DistInit: Learning Video Representations Without a Single Labeled Video 0 1 26 Jan 2019 not harvested
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition 0 3 11 Jan 2019 not harvested
D3D: Distilled 3D Networks for Video Action Recognition 1 3 19 Dec 2018 not harvested
Self-Supervised Spatiotemporal Feature Learning via Video Rotation Prediction 0 1 28 Nov 2018 not harvested
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles 0 1 24 Nov 2018 not harvested
Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN 2 3 22 Nov 2018 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
A²-Nets: Double Attention Networks 0 1 27 Oct 2018 not harvested
Temporal-Spatial Mapping for Action Recognition 0 1 11 Sep 2018 not harvested
Multi-Fiber Networks for Video Recognition 0 1 30 Jul 2018 not harvested
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization 0 1 30 Jun 2018 not harvested
Learning and Using the Arrow of Time 0 1 1 Jun 2018 not harvested
PoTion: Pose MoTion Representation for Action Recognition 0 1 1 Jun 2018 not harvested
End-to-End Learning of Motion Representation for Video Understanding 1 1 2 Apr 2018 0 ran · 2 unverified
Towards Universal Representation for Unseen Action Recognition 0 2 22 Mar 2018 not harvested
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification 2 1 13 Dec 2017 not harvested
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)
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition 1 1 29 Nov 2017 not harvested
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks 2 1 28 Nov 2017 not harvested
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? 26 1 27 Nov 2017 official: no sample here; runs from other or unrecorded repositories · 7 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; 7 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence)
Appearance-and-Relation Networks for Video Classification 1 1 24 Nov 2017 not harvested
ConvNet Architecture Search for Spatiotemporal Feature Learning 1 1 16 Aug 2017 not harvested
MoCoGAN: Decomposing Motion and Content for Video Generation 5 2 17 Jul 2017 not harvested
Zero-Shot Action Recognition With Error-Correcting Output Codes 0 1 1 Jul 2017 not harvested