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Action Recognition on UCF101 (test)

99.2Accuracy

DIST

Updated 23d ago

Evaluation Results

Method
DIST 2026.02	99.2	-	-	-	-	-
CLIP-FSAR 2026.02	99.1	-	-	-	-	-
PoseConv3D 2021.04	98.8	-	-	-	-	-
SMART 2020.12	98.6	-	-	-	-	-
SMART 2021.03	98.6	-	-	-	-	-
OmniSource 2021.04	98.6	-	-	-	-	-
DynaMotion + I3D 2020.12	98.4	-	-	-	-	-
DIST 2026.02	98.3	-	-	-	-	-
I3D 2020.12	98	-	-	-	-	-
KI-Net 2020.12	97.8	-	-	-	-	-
Prob-Distill+Flow I3D* 2019.04	97.4	-	-	-	-	-
SRTG r3d-101 2020.06	97.325	99.557	-	-	-	-
TC-CLIP 2024.04	97.3	-	-	-	-	-
SRTG r(2+1)d-101 2020.06	97.281	99.16	-	-	-	-
CLIP-FSAR 2026.02	97	-	-	-	-	-
BraVe 2021.03	96.9	-	-	-	-	-
R(2+1)D-RGB 2018.07	96.8	-	-	-	-	-
AAS 2020.12	96.8	-	-	-	-	-
S3D 2021.03	96.8	-	-	-	-	-
Qwen2.5-VL-7B 2026.06	96.8	-	-	-	-	-
Two Stream I3D* 2019.04	96.7	-	-	-	-	-
TC-CLIP 2024.04	96.6	-	-	-	-	-
MME 2022.10	96.5	-	-	-	-	-
VL Prompting 2022.12	96.4	-	-	-	-	-
ViFi-CLIP 2024.04	96.4	-	-	-	-	-
DeCoDe (Qwen2.5-VL-7B) 2026.06	96.4	-	-	-	-	-
ρBYOL 2021.03	96.3	-	-	-	-	-
XCLIP 2022.12	96.3	-	-	-	-	-
X-CLIP 2024.04	96.3	-	-	-	-	-
VideoMAE 2022.10	96.1	-	-	-	-	-
MF-Net 2018.07	96	-	-	-	-	-
Qwen2.5-VL-7B 2026.06	95.9	-	-	-	-	-
SMART 2020.12	95.8	-	-	-	-	-
SF r3d-101 2020.06	95.756	99.138	-	-	-	-
r3d-101 2020.06	95.756	98.423	-	-	-	-
SRTG r3d-50 2020.06	95.756	98.55	-	-	-	-
Prob-Distill 2019.04	95.7	-	-	-	-	-
SRTG r(2+1)d-50 2020.06	95.675	98.842	-	-	-	-
I3D-RGB 2018.07	95.6	-	-	-	-	-
I3D-RGB* 2018.06	95.6	-	-	-	-	-
Two Stream ResNeXt 2019.04	95.6	-	-	-	-	-
BraVe 2021.03	95.6	-	-	-	-	-
BraVe 2021.03	95.6	-	-	-	-	-
TC-CLIP 2024.04	95.6	-	-	-	-	-
r(2+1)d-101 2020.06	95.503	98.705	-	-	-	-
ρBYOL 2021.03	95.5	-	-	-	-	-
XDC 2021.03	95.5	-	-	-	-	-
BraVe 2021.03	95.4	-	-	-	-	-
BraVe 2021.03	95.2	-	-	-	-	-
GDT 2022.10	95.2	-	-	-	-	-
I3D-RGB* 2018.06	95.1	-	-	-	-	-
(2+1)D ResNet-50 2020.02	95.1	-	-	-	-	-
BraVe 2021.03	95.1	-	-	-	-	-
BraVe 2021.03	95	-	-	-	-	-
BraVe 2021.03	95	-	-	-	-	-
VL Prompting 2022.12	95	-	-	-	-	-
ViFi-CLIP 2024.04	95	-	-	-	-	-
TSN 2017.05	94.9	-	-	-	-	-
MARS+Flow ResNeXt 2019.04	94.9	-	-	-	-	-
I3D RGB* 2019.04	94.8	-	-	-	-	-
SRTG r3d-34 2020.06	94.799	98.064	-	-	-	-
ir-CSN-101 2020.06	94.708	98.681	-	-	-	-
BraVe 2021.03	94.7	-	-	-	-	-
BraVe 2021.03	94.7	-	-	-	-	-
XCLIP 2022.12	94.7	-	-	-	-	-
X-CLIP 2024.04	94.7	-	-	-	-	-
SF r3d-50 2020.06	94.619	98.756	-	-	-	-
MARS 2019.04	94.6	-	-	-	-	-
AAS 2020.12	94.6	-	-	-	-	-
TVNet 2019.04	94.5	-	-	-	-	-
ARTNet 2018.07	94.3	-	-	-	-	-
FeatMatch 2019.04	94.3	-	-	-	-	-
TSN 2017.05	94.2	-	-	-	-	-
TSN 2018.07	94.2	-	-	-	-	-
TSN 2020.12	94.2	-	-	-	-	-
R(2+1)D-18 2021.03	94.2	-	-	-	-	-
XDC 2022.10	94.2	-	-	-	-	-
ρBYOL 2022.10	94.2	-	-	-	-	-
SRTG r(2+1)d-34 2020.06	94.149	97.814	-	-	-	-
Evolved Loss 2020.02	94.1	-	-	-	-	-
TC-CLIP 2024.04	94.1	-	-	-	-	-
r(2+1)d-50 2020.06	93.923	97.843	-	-	-	-
MF-Net 2020.06	93.863	98.372	-	-	-	-
ELo 2020.02	93.8	-	-	-	-	-
ELo 2021.03	93.8	-	-	-	-	-
VL Prompting 2022.12	93.7	-	-	-	-	-
ViFi-CLIP 2024.04	93.7	-	-	-	-	-
BraVe 2021.03	93.6	-	-	-	-	-
CORP 2022.10	93.5	-	-	-	-	-
CVRL 2021.03	93.4	-	-	-	-	-
BraVe 2021.03	93.2	-	-	-	-	-
r3d-50 2020.06	93.126	96.293	-	-	-	-
KVMF 2017.05	93.1	-	-	-	-	-
BraVe 2021.03	93.1	-	-	-	-	-
XDC 2021.03	93	-	-	-	-	-
BraVe 2021.03	93	-	-	-	-	-
A5 2022.12	93	-	-	-	-	-
A5 2024.04	93	-	-	-	-	-
Plain 2026.05	92.92	-	-	-	-	-
LCVE 2026.05	92.92	-	-	-	-	-

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