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SOTA
Video Classification
Video Classification On Breakfast
Video Classification On Breakfast
평가 지표
Accuracy (%)
평가 결과
이 벤치마크에서 각 모델의 성능 결과
Columns
모델 이름
Accuracy (%)
Paper Title
Repository
D-Sprv.
89.9
Learning To Recognize Procedural Activities with Distant Supervision
Timeception
71.3
Timeception for Complex Action Recognition
MA-LMM
93.0
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding
GHRM
75.5
Graph-Based High-Order Relation Modeling for Long-Term Action Recognition
-
ViS4mer
88.2
Long Movie Clip Classification with State-Space Video Models
S5
90.7
Selective Structured State-Spaces for Long-Form Video Understanding
-
VideoGraph
69.5
VideoGraph: Recognizing Minutes-Long Human Activities in Videos
-
HERMES
95.2
HERMES: temporal-coHERent long-forM understanding with Episodes and Semantics
TranS4mer
90.27
Efficient Movie Scene Detection using State-Space Transformers
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