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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 3 of 3: papers 201 to 228 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
Alternative Semantic Representations for Zero-Shot Human Action Recognition 0 1 28 Jun 2017 not harvested
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset 34 7 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)
Hidden Two-Stream Convolutional Networks for Action Recognition 3 1 2 Apr 2017 not harvested
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition 4 1 30 Mar 2017 not harvested
ActionFlowNet: Learning Motion Representation for Action Recognition 0 1 9 Dec 2016 not harvested
Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation 0 1 26 Nov 2016 not harvested
Self-Supervised Video Representation Learning With Odd-One-Out Networks 0 1 21 Nov 2016 not harvested
Temporal Generative Adversarial Nets with Singular Value Clipping 4 2 21 Nov 2016 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
Spatiotemporal Residual Networks for Video Action Recognition 1 1 7 Nov 2016 not harvested
Multi-region two-stream R-CNN for action detection 0 1 17 Sep 2016 not harvested
Generating Videos with Scene Dynamics 0 3 8 Sep 2016 not harvested
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)
Dynamic Image Networks for Action Recognition 1 1 1 Jun 2016 not harvested
Real-time Action Recognition with Enhanced Motion Vector CNNs 1 1 26 Apr 2016 not harvested
Convolutional Two-Stream Network Fusion for Video Action Recognition 2 1 22 Apr 2016 not harvested
Long-term Temporal Convolutions for Action Recognition 1 1 15 Apr 2016 not harvested
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification 0 1 28 Mar 2016 not harvested
Objects2action: Classifying and localizing actions without any video example 0 1 23 Oct 2015 not harvested
Towards Good Practices for Very Deep Two-Stream ConvNets 5 1 8 Jul 2015 not harvested
An embarrassingly simple approach to zero-shot learning 1 1 6 Jul 2015 not harvested
Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors 1 1 19 May 2015 not harvested
Beyond Short Snippets: Deep Networks for Video Classification 1 1 31 Mar 2015 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) · 1 unverified
Semantic Embedding Space for Zero-Shot Action Recognition 0 1 5 Feb 2015 not harvested
Learning Spatiotemporal Features with 3D Convolutional Networks 29 1 2 Dec 2014 not harvested
Evaluation of Output Embeddings for Fine-Grained Image Classification 2 2 30 Sep 2014 not harvested
Large-Scale Video Classification with Convolutional Neural Networks 1 1 23 Jun 2014 not harvested
Two-Stream Convolutional Networks for Action Recognition in Videos 7 1 9 Jun 2014 community repositories only · 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) · 2 unverified (2 pointer-only for licence)
UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild 7 1 3 Dec 2012 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) · 0 unverified