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Video Classification On Breakfast

Metrics

Accuracy (%)

Results

Performance results of various models on this benchmark

Model Name
Accuracy (%)
Paper TitleRepository
D-Sprv.89.9Learning To Recognize Procedural Activities with Distant Supervision
Timeception71.3Timeception for Complex Action Recognition
MA-LMM93.0MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
GHRM75.5Graph-Based High-Order Relation Modeling for Long-Term Action Recognition-
ViS4mer88.2Long Movie Clip Classification with State-Space Video Models
S590.7Selective Structured State-Spaces for Long-Form Video Understanding-
VideoGraph69.5VideoGraph: Recognizing Minutes-Long Human Activities in Videos-
HERMES95.2HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics
TranS4mer90.27Efficient Movie Scene Detection using State-Space Transformers
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