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Action Recognition on Something-Something v2 (val)

79.8Top-1 Accuracy

FTP-UniFormerV2-L/14

Updated 1mo ago

Evaluation Results

Method
FTP-UniFormerV2-L/14 2024.03	79.8	98.9
FTP-UniFormerV2-B/16 2024.03	77.3	96.7
InternVideo 2024.03	77.2	95.9
VideoMAE V2-g 2024.03	77	95.9
TubeViT-L 2024.03	76.1	95.2
FluxViT-B 2025.03	75.6	95.1
MAE 2022.05	75.5	95
MAE 2022.05	75.5	95
FluxViT-B 2025.03	75.5	95.1
VideoMAE 2022.03	75.4	95.2
VideoMAE-L 2024.03	75.4	95.2
FluxViT-B 2025.03	75.3	95.1
VJEPA2 ViT-g 2026.06	75.3	-
MAE 2022.05	75.2	94.9
MAE (ViT-H) 2022.05	75.2	94.9
Side4Video 2023.11	75.2	94
FluxViT-B 2025.03	75.1	94.9
FluxViT-B 2025.03	75.1	94.8
MaskFeat↑312 2022.03	75	95
MaskFeat 2022.05	75	95
MaskFeat (MViTv2-L) 2022.05	75	95
MaskFeat (MViT-L↑312, 40x3) 2021.12	75	95
MaskFeat-L 2024.03	75	95
ATM 2023.11	74.6	94.4
MaskFeat 2022.05	74.4	94.6
MaskFeat (MViT-L↑312, 40x3) 2021.12	74.4	94.6
VideoMAE 2022.03	74.3	94.6
Side4Video 2023.11	74.3	94
MAE 2022.05	74.1	94.5
TDS-CLIP-L/14 2024.08	74.1	94
VideoMAE 2022.03	74	94.6
VideoMAE-L 2025.03	74	94.6
FluxViT-B 2025.03	73.9	94.4
MJEPA ViT-g + data scaling 2026.06	73.9	-
FluxViT-S 2025.03	73.8	94.1
VJEPA2 ViT-L 2026.06	73.7	-
MAE 2022.05	73.6	94.4
MAE 2022.05	73.6	94.4
ATM 2023.11	73.5	93.7
InternVideo2-B 2025.03	73.5	94.4
FluxViT-S 2025.03	73.4	94.1
FluxViT-S 2025.03	73.4	94.1
TDS-CLIP-L/14 2024.08	73.4	93.8
MViTv2-L 2022.05	73.3	94.1
MViT-L↑312, 40x3 2021.12	73.3	94.1
MJEPA ViT-L + data scaling 2026.06	73.3	-
Side4Video 2023.11	73.2	93.9
DiST 2023.11	73.1	93.2
MAE 2022.05	73	94.2
MAE (ViT-L) 2022.05	73	94.2
UniFormerV2 2023.11	73	94.5
UniFormerV2-L/14 2024.03	73	94.5
UniFormerV2-L 2025.03	73	94.5
FluxViT-S 2025.03	72.9	94
FluxViT-S 2025.03	72.5	93.8
SMILE 2025.04	72.5	-
MVD 2025.04	72.5	-
SMILE 2025.04	72.5	-
DiST-L/14 2024.08	72.5	93
SMILE 2025.04	72.4	-
ViT-L w/ ST-Adapter 2022.06	72.3	93.9
ST-Adapter 2023.11	72.3	93.9
MGMAE 2025.04	72.3	-
MViTv2-B 2022.05	72.1	93.4
MAE 2022.05	72.1	93.9
MViTv2-B 2024.03	72.1	93.4
MGM 2025.04	72.1	-
SMILE 2025.04	72.1	-
SMILE 2025.04	72.1	-
UniFormer V2-L/14 2024.08	72.1	93.6
TDS-CLIP-B/16 2024.08	72.1	93.3
Uniformerv2 2026.02	72.1	93.6
Frame2Freq-MS 2026.02	72.1	93.2
FluxViT-B 2025.03	72	93.3
ViT-L w/ ST-Adapter 2022.06	71.9	93.4
Side4Video 2023.11	71.9	93.5
ST-Adapter-L/14 2024.08	71.9	93.4
TDS-CLIP-B/16 2024.08	71.8	93
Side4Video 2023.11	71.5	92.8
InternVideo2-S 2025.03	71.5	93.4
Side4Video-B/16 2024.08	71.5	92.8
BEVT 2021.12	71.4	-
OMNIVORE (Swin-B) 2022.06	71.4	93.5
BEVT 2022.05	71.4	-
BEVT 2024.03	71.4	-
VJEPA ViT-H 2026.06	71.4	-
UniFormer-B 2022.06	71.2	92.8
UniFormer V1-B 2024.03	71.2	92.8
VideoMAE-v2-B/16 2024.03	71.2	-
Uniformer-B 2025.04	71.2	-
SIGMA 2025.04	71.2	-
SIGMA 2025.04	71.2	-
SIGMA 2025.04	71.1	-
MGM 2025.04	71.1	-
SIGMA 2025.04	71.1	-
MGM 2025.04	71.1	-
MGMAE 2025.04	71	-
MGMAE 2025.04	71	-
FluxViT-S 2025.03	70.9	93.1
VideoMAE 2022.03	70.8	92.4

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