Video Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
HMDB51	ViT-L/14@336px w/ ST-Adapter	Accuracy82.8	89	3d ago
UCF101	OST	Top-1 Acc96.2	64	3d ago
Kinetics-400	OmniVec-2	Top-1 Acc93.6	54	3d ago
Kinetics-400 (test)	I2V	ASR90.25	54	3d ago
SS v2	VideoMambaPro	Top-1 Acc69.4	47	3d ago
Kinetics 400 1.0 (val)	Video Swin-L (384↑)	Top-1 Acc84.9	43	3d ago
Kinetics (test)	AMeFu-Net	Accuracy86.8	42	3d ago
Kinetics (val)	Ensemble	Top-1 Accuracy81.5	36	3d ago
FCVID (test)	Upper	mAP84.4	28	3d ago
Something-Something V1	OursTDN	Accuracy52.5	27	3d ago
UCF51 (split 1)	CCL	Top-1 Acc70	27	3d ago
Kinetics-400 close-set	MoTE	Top-1 Acc87.2	21	3d ago
UCF101 v1 (test)	MVD-B (Teacher-L)	Accuracy97.5	21	3d ago
HMDB51 (test)	MoTE	Accuracy61.4	19	3d ago
Kinetics Mini	AFNet	Top-1 Acc73.5	18	3d ago
Mini-Kinetics (test)	Upper	Accuracy79.6	17	3d ago
UCF-101 (test)	MoTE	Accuracy88.7	16	3d ago
Kinetics 600 (test)	Open-VCLIP	Accuracy81.1	15	3d ago
UCF-101	ViCLIP + MSTA + LCC	Top-1 Acc78.7	14	3d ago
HMDB-51	ViCLIP + MSTA + LCC	Top-1 Acc55.8	14	3d ago
Kinetics-600	ViCLIP + MSTA + LCC	Top-1 Acc74.5	13	3d ago
Something-Something V2	Zero-ViCLIP + MSTA + Lcc	Base Score22.2	13	3d ago
UCF-101	OST	Base Score96.1	13	3d ago
HMDB-51	ViCLIP	Base Accuracy77.9	13	3d ago
UCF-101 zero-shot	OST	Top-1 Acc79.7	12	3d ago

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