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HMDB51

Papers archive 2025-07-28

papers with a benchmark row: 125 · with a code link: 82 · where Syntology ran a sample: 28 (22 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 (28 of 125 with a benchmark row: 22 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 125 of 125 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 839. 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
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
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
Unsupervised Representation Learning by Sorting Sequences 1 1 3 Aug 2017 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)
Spatiotemporal Multiplier Networks for Video Action Recognition 1 1 1 Jul 2017 not harvested
Zero-Shot Action Recognition With Error-Correcting Output Codes 0 1 1 Jul 2017 not harvested
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 6 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
Spatiotemporal Residual Networks for Video Action Recognition 1 1 7 Nov 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
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
Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors 1 1 19 May 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 1 30 Sep 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)