Datasets › ActivityNet › Papers where code ran, page 1

ActivityNet

Papers archive 2025-07-28

papers with a benchmark row: 122 · with a code link: 92 · where Syntology ran a sample: 35 (29 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all papers with a benchmark rowonly where code ran (35 of 122 with a benchmark row: 29 with a run with no instrument failure, 6 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 35 of the 35 papers with a benchmark row here where Syntology ran at least one harvested sample (29 with a run with no instrument failure, 6 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 807. 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
Gramian Multimodal Representation Learning and Alignment 2 2 16 Dec 2024 official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 1 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (1 pointer-only for licence)
vid-TLDR: Training Free Token merging for Light-weight Video Transformer 1 2 20 Mar 2024 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
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding 1 1 14 Mar 2024 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 (2 pointer-only for licence)
Open-ended VQA benchmarking of Vision-Language models by exploiting Classification datasets and their semantic hierarchy 1 1 11 Feb 2024 official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 0 unverified
TESTA: Temporal-Spatial Token Aggregation for Long-form Video-Language Understanding 1 1 29 Oct 2023 official (archive's flag): 11 ran · 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) · 4 unverified (5 pointer-only for licence)
LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment 6 2 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)
BT-Adapter: Video Conversation is Feasible Without Video Instruction Tuning 1 1 27 Sep 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: 0 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset 2 1 29 May 2023 official (archive's flag): 12 ran · 35 ran (of which 4 constructed an object rather than computing a result; 29 with no instrument failure: 2 honoured, 1 violated, 26 with no contract checked; 6 where Syntology's instrument failed) · 7 unverified (8 pointer-only for licence)
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)
Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning 4 1 25 Mar 2023 official (archive's flag): 1 ran · 12 ran (of which 7 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified
DiffusionRet: Generative Text-Video Retrieval with Diffusion Model 4 2 17 Mar 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
TriDet: Temporal Action Detection with Relative Boundary Modeling 1 1 13 Mar 2023 official (archive's flag): 12 ran · 12 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; 2 where Syntology's instrument failed) · 3 unverified (12 pointer-only for licence)
InternVideo: General Video Foundation Models via Generative and Discriminative Learning 2 3 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
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations 4 2 21 Nov 2022 official (archive's flag): 1 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
CLIP-ViP: Adapting Pre-trained Image-Text Model to Video-Language Representation Alignment 1 1 14 Sep 2022 official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (4 pointer-only for licence)
X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval 3 1 15 Jul 2022 official: harvested, nothing 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 (1 pointer-only for licence)
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning 2 1 14 Jul 2022 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) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (3 pointer-only for licence)
Revealing Single Frame Bias for Video-and-Language Learning 2 3 7 Jun 2022 community repositories only · 11 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; 1 where Syntology's instrument failed) · 1 unverified (2 pointer-only for licence)
An Empirical Study of End-to-End Temporal Action Detection 1 1 6 Apr 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) · 1 unverified (11 pointer-only for licence)
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language 1 2 7 Mar 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) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result
End-to-end Temporal Action Detection with Transformer 1 1 18 Jun 2021 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) · 1 unverified
DSANet: Dynamic Segment Aggregation Network for Video-Level Representation Learning 1 1 25 May 2021 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
Weakly Supervised Action Selection Learning in Video 1 1 6 May 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, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (1 pointer-only for licence)
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval 5 1 18 Apr 2021 official: harvested, nothing ran · 3 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; 2 where Syntology's instrument failed) · 1 unverified (3 pointer-only for licence)
Video Self-Stitching Graph Network for Temporal Action Localization 1 1 30 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)
BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation 1 2 15 Sep 2020 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) · 0 unverified
Multi-modal Transformer for Video Retrieval 1 2 21 Jul 2020 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 0 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
G-TAD: Sub-Graph Localization for Temporal Action Detection 7 1 26 Nov 2019 official (archive's flag): 11 ran · 15 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 0 violated, 12 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (2 pointer-only for licence)
Use What You Have: Video Retrieval Using Representations From Collaborative Experts 3 1 31 Jul 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) · 2 unverified (1 pointer-only for licence)
BMN: Boundary-Matching Network for Temporal Action Proposal Generation 15 2 23 Jul 2019 community repositories only · 11 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; 1 where Syntology's instrument failed) · 0 unverified (2 pointer-only for licence)
W-TALC: Weakly-supervised Temporal Activity Localization and Classification 1 2 27 Jul 2018 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) · 0 unverified
CTAP: Complementary Temporal Action Proposal Generation 1 1 12 Jul 2018 official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 0 unverified
BSN: Boundary Sensitive Network for Temporal Action Proposal Generation 17 2 8 Jun 2018 community repositories only · 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)
YouTube-8M: A Large-Scale Video Classification Benchmark 7 1 27 Sep 2016 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified