Video on MiT

Metric: Top 1 Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Top 1 Accuracy▼	Extra Data	Paper	Date↕	Code
1	OmniVec2	53.1	Yes	-	-	-
2	InternVideo2-1B	50.9	Yes	InternVideo2: Scaling Foundation Models for Mult...	2024-03-22	Code
3	UMT-L (ViT-L/16)	48.7	Yes	Unmasked Teacher: Towards Training-Efficient Vid...	2023-03-28	Code
4	UniFormerV2-L	47.8	Yes	-	-	Code
5	MTV-H (WTS 60M)	47.2	Yes	Multiview Transformers for Video Recognition	2022-01-12	Code
6	CoVeR(JFT-3B)	46.1	Yes	Co-training Transformer with Videos and Images I...	2021-12-14	-
7	CoVeR(JFT-300M)	45	Yes	Co-training Transformer with Videos and Images I...	2021-12-14	-
8	VATT-Large	41.1	Yes	VATT: Transformers for Multimodal Self-Supervise...	2021-04-22	Code
9	MoViNet-A6	40.2	No	MoViNets: Mobile Video Networks for Efficient Vi...	2021-03-21	Code
10	MoViNet-A5	39.1	No	MoViNets: Mobile Video Networks for Efficient Vi...	2021-03-21	Code
11	MoViNet-A4	37.9	No	MoViNets: Mobile Video Networks for Efficient Vi...	2021-03-21	Code
12	VTN	37.4	Yes	Video Transformer Network	2021-02-01	Code
13	MBT (AV)	37.3	No	Attention Bottlenecks for Multimodal Fusion	2021-06-30	Code
14	MoViNet-A3	35.6	No	MoViNets: Mobile Video Networks for Efficient Vi...	2021-03-21	Code
15	MoViNet-A2	34.3	No	MoViNets: Mobile Video Networks for Efficient Vi...	2021-03-21	Code
16	SRTG r3d-101	33.56	No	Learn to cycle: Time-consistent feature discover...	2020-06-15	Code
17	MoViNet-A1	32	No	MoViNets: Mobile Video Networks for Efficient Vi...	2021-03-21	Code
18	SRTG r(2+1)d-50	31.6	No	Learn to cycle: Time-consistent feature discover...	2020-06-15	Code
19	SRTG r3d-50	30.72	No	Learn to cycle: Time-consistent feature discover...	2020-06-15	Code
20	SRTG r(2+1)d-34	28.97	No	Learn to cycle: Time-consistent feature discover...	2020-06-15	Code
21	SRTG r3d-34	28.55	No	Learn to cycle: Time-consistent feature discover...	2020-06-15	Code
22	TRN-Multiscale	28.27	No	Moments in Time Dataset: one million videos for ...	2018-01-09	Code
23	MoViNet-A0	27.5	No	MoViNets: Mobile Video Networks for Efficient Vi...	2021-03-21	Code