Datasets › ActivityNet › Papers, page 2

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)

Page 2 of 2: papers 101 to 122 of 122 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 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
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks 0 1 1 Oct 2019 not harvested
Graph Convolutional Networks for Temporal Action Localization 1 1 7 Sep 2019 not harvested
3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization 1 2 22 Aug 2019 not harvested
Multi-Agent Reinforcement Learning Based Frame Sampling for Effective Untrimmed Video Recognition 0 1 31 Jul 2019 not harvested
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)
Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization 1 2 1 Jun 2019 not harvested
Marginalized Average Attentional Network for Weakly-Supervised Learning 0 1 21 May 2019 not harvested
Multi-granularity Generator for Temporal Action Proposal 0 1 28 Nov 2018 not harvested
Fine-grained Video Categorization with Redundancy Reduction Attention 0 1 26 Oct 2018 not harvested
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos 0 1 1 Sep 2018 not harvested
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)
Towards Universal Representation for Unseen Action Recognition 0 1 22 Mar 2018 not harvested
Weakly Supervised Action Localization by Sparse Temporal Pooling Network 3 1 14 Dec 2017 not harvested
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks 2 1 28 Nov 2017 not harvested
Temporal Convolution Based Action Proposal: Submission to ActivityNet 2017 0 1 21 Jul 2017 not harvested
UntrimmedNets for Weakly Supervised Action Recognition and Detection 2 1 9 Mar 2017 not harvested
A Pursuit of Temporal Accuracy in General Activity Detection 1 1 8 Mar 2017 not harvested
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
Do Less and Achieve More: Training CNNs for Action Recognition Utilizing Action Images from the Web 0 2 22 Dec 2015 not harvested