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Video Classification on Kinetics 400

89.9Top-1 Acc

Absolute SOTA

Updated 2d ago

Evaluation Results

Method
Absolute SOTA 2023.05	89.9	-	-	-
MVD-H (Teacher-H) † 2022.12	87.2	97.4	-	-
VideoMAE ViT-H 2022.12	86.6	97.1	-	-
MVD-L (Teacher-L) † 2022.12	86.4	97	-	-
MVD-L (Teacher-L) 2022.12	86	96.9	-	-
VideoMAE ViT-L 2022.12	85.2	96.8	-	-
ST-MAE ViT-H 2022.12	85.1	96.6	-	-
ST-MAE ViT-L 2022.12	84.8	96.2	-	-
OmniMAE ViT-H 2022.12	84.8	-	-	-
DVT 2022.03	84.7	96.2	-	-
DVT 2022.03	84.5	96.7	-	-
OMNIVORE (Swin-L) 2022.01	84.1	96.3	-	-
OMNIVORE (Swin-B) 2022.01	84	96.2	-	-
OmniMAE ViT-L 2022.12	84	-	-	-
MVD-B (Teacher-L) 2022.12	83.4	95.8	-	-
SMILE 2025.04	83.4	-	-	-
VideoSwin-L 2022.01	83.1	95.9	-	-
VideoSwin-L 2022.12	83.1	95.9	-	-
SMILE 2025.04	83.1	-	-	-
SCT-L 2021.08	83	95.4	-	-
Uniformer-B 2022.12	83	95.4	-	-
Uniformer-B 2025.04	83	-	-	-
MViTv2 2025.04	82.9	-	-	-
VideoSwin-B 2022.01	82.7	95.5	-	-
MVD-B (Teacher-B) 2022.12	82.7	95.4	-	-
MVD 2025.04	82.7	-	-	-
MaskFeat MViT-S 2022.12	82.2	95.1	-	-
DVT 2022.03	82	95.3	-	-
MME 2025.04	81.8	-	-	-
MGMAE 2025.04	81.8	-	-	-
ViViT-L FE 2022.12	81.7	93.8	-	-
MotionMAE 2025.04	81.7	-	-	-
MGM 2025.04	81.7	-	-	-
DVT 2022.03	81.5	95.2	-	-
VideoMAE ViT-B 2022.12	81.5	95.1	-	-
VideoMAE 2025.04	81.5	-	-	-
SIGMA 2025.04	81.5	-	-	-
MME 2025.04	81.5	-	-	-
ViViT-L 2021.08	81.3	94.7	-	-
SCT-M 2021.08	81.3	94.5	-	-
ViViT-L/16x2 320 2022.01	81.3	94.7	-	-
ViViT 2022.03	81.3	94.7	-	-
ST-MAE ViT-B 2022.12	81.3	94.9	-	-
ST-MAE 2025.04	81.3	-	-	-
MViT-B 64×3 2021.08	81.2	95.1	-	-
MViT-B 64x3 2022.01	81.2	95.1	-	-
MGMAE 2025.04	81.2	-	-	-
Mformer 2022.03	81.1	95.2	-	-
BEVT Swin-B 2022.12	81.1	-	-	-
MVD-S (Teacher-L) 2022.12	81	94.8	-	-
CMAE-V 2025.04	80.9	-	-	-
DVT 2022.03	80.8	95	-	-
OmniMAE ViT-B 2022.12	80.8	-	-	-
OmniMAE 2025.04	80.8	-	-	-
MGM 2025.04	80.8	-	-	-
TimeSformer 2021.08	80.7	94.7	-	-
TimeSformer-L 2022.01	80.7	94.7	-	-
Tformer 2022.03	80.7	94.7	-	-
TimeSformer 2022.12	80.7	94.7	-	-
TimeSformer 2025.04	80.7	-	-	-
VideoSwin-B 2022.12	80.6	94.6	-	-
MVD-S (Teacher-B) 2022.12	80.6	94.7	-	-
VideoSwin 2025.04	80.6	-	-	-
BEVT 2025.04	80.6	-	-	-
DVT 2022.03	80.5	94.7	-	-
X3D-XXL 2021.08	80.4	94.6	-	-
Mformer 2022.03	80.2	94.8	-	-
MViTv1-B 2022.12	80.2	94.4	-	-
Mformer-L 2022.12	80.2	94.8	-	-
MViTv1 2025.04	80.2	-	-	-
CMAE-V 2025.04	80.2	-	-	-
VideoMAE 2025.04	80	-	-	-
CT-NetEN 2021.06	79.8	94.2	-	-
SlowFast 2021.08	79.8	93.9	-	-
ViT-B-VTN 2022.01	79.8	94.2	-	-
SlowFast 2022.03	79.8	93.9	-	-
SlowFast NL 2022.12	79.8	93.9	-	-
Mformer 2022.03	79.7	94.2	-	-
Tformer 2022.03	79.7	94.4	-	-
Mformer-B 2022.12	79.7	94.2	-	-
Mformer 2025.04	79.7	-	-	-
SMILE 2025.04	79.5	-	-	-
CorrNet 2021.06	79.2	-	-	-
CorrNet-101 2021.08	79.2	-	-	-
ip-CSN-152 2021.08	79.2	93.8	-	-
X3D-XL 2021.06	79.1	93.9	-	-
X3D 2022.03	79.1	93.9	-	-
X3D-XL 2022.12	79.1	93.9	-	-
DVT 2022.03	79	93.8	-	-
VideoMAE ViT-S 2022.12	79	93.8	-	-
VideoMAE 2025.04	79	-	-	-
SlowFast 2021.06	78.9	93.5	-	-
CT-Net 2021.06	78.8	93.7	-	-
SCT-S 2021.08	78.4	93.8	-	-
MVIT 2022.03	78.4	93.5	-	-
Tformer 2022.03	78	93.7	-	-
SlowFast 2021.06	77.9	93.2	-	-
ip-CSN 2021.06	77.8	92.8	-	-
ip-CSN-152 2022.12	77.8	92.8	-	-
NL I3D 2021.06	77.7	93.3	-	-

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