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Breakfast

Video Classification Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: Accuracy (%)

Top Performing Models

Rank Model Paper Accuracy (%) Date Code
1 HERMES HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics 95.20 2024-08-30 📦 joslefaure/HERMES
2 MA-LMM MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding 93.00 2024-04-08 📦 boheumd/MA-LMM
3 S5 Selective Structured State-Spaces for Long-Form Video Understanding 90.70 2023-03-25 -
4 TranS4mer Efficient Movie Scene Detection using State-Space Transformers 90.27 2022-12-29 📦 md-mohaiminul/trans4mer
5 D-Sprv. Learning To Recognize Procedural Activities with Distant Supervision 89.90 2022-01-26 📦 facebookresearch/video-distant-supervision
6 ViS4mer Long Movie Clip Classification with State-Space Video Models 88.20 2022-04-04 📦 md-mohaiminul/ViS4mer
7 Timeception Timeception for Complex Action Recognition 71.30 2018-12-04 📦 noureldien/timeception 📦 CMU-CREATE-Lab/deep-smoke-machine 📦 QUVA-Lab/timeception
8 VideoGraph VideoGraph: Recognizing Minutes-Long Human Activities in Videos 69.50 2019-05-13 -

All Papers (8)

joslefaure/HERMES
boheumd/MA-LMM
md-mohaiminul/trans4mer
facebookresearch/video-distant-supervision
md-mohaiminul/ViS4mer
noureldien/timeception CMU-CREATE-Lab/deep-smoke-machine QUVA-Lab/timeception