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ResearchFormerly WizWand

Video Action Recognition on UCF101 (avg over all splits)

96.9Top-1 AccuracyBraVe
69.02876.26483.590.736Nov 25, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BraVePretrain=AS, Modality=VFA, Protocol=Fine-tuned2022.1196.9
VideoMAEPretrain=K400, Modality=V, Protocol=Fine-tuned2022.1196.1
XKDPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.1195.8
XKDPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.1194.1
ELOPretrain=YT, Modality=VFA, Protocol=Fine-tuned2022.1193.8
BraVePretrain=AS, Modality=VA, Protocol=Fine-tuned2022.1193.6
CM-ACCPretrain=AS, Modality=VA, Protocol=Linear2022.1193.5
XKD-MASPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.1193.4
BraVePretrain=AS, Modality=VFA, Protocol=Linear2022.1193.2
STICAPretrain=K400, Modality=VA, Protocol=Linear2022.1193.1
XKD-MATSPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.1193.1
XDCPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.1193
CrissCrossPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.1192.4
CrissCrossPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.1191.5
MMVPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.1191.5
AVIDPretrain=AS, Modality=VA, Protocol=Fine-tuned2022.1191.5
VideoMAEPretrain=U101/H51, Modality=V, Protocol=Fine-tuned2022.1191.3
MIL-NCEPretrain=HT, Modality=VT, Protocol=Fine-tuned2022.1191.3
GDTPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.1190.9
CPDPretrain=K400, Modality=VT, Protocol=Linear2022.1190.5
CMACPretrain=K400, Modality=VA, Protocol=Linear2022.1190.3
CMACCPretrain=K400, Modality=VA, Protocol=Linear2022.1190.2
BraVePretrain=AS, Modality=VA, Protocol=Linear2022.1190
VATTPretrain=AS+HT, Modality=VAT, Protocol=Linear2022.1189.6
XKDPretrain=AS, Modality=VA, Protocol=Linear2022.1188.4
CrissCrossPretrain=AS, Modality=VA, Protocol=Linear2022.1187.7
AVIDPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.1187.5
AVSlowFastPretrain=K400, Modality=VA, Protocol=Fine-tuned2022.1187
XDCPretrain=K400, Modality=VA, Protocol=Linear2022.1186.8
XDCPretrain=AS, Modality=VA, Protocol=Linear2022.1185.3
VATT-MAPretrain=AS+HT, Modality=VAT, Protocol=Linear2022.1184.4
CrissCrossPretrain=K400, Modality=VA, Protocol=Linear2022.1183.9
MMVPretrain=AS, Modality=VA, Protocol=Linear2022.1183.9
XKDPretrain=K400, Modality=VA, Protocol=Linear2022.1183.8
SeLaViPretrain=K400, Modality=VA, Protocol=Linear2022.1183.1
XKD-MASPretrain=K400, Modality=VA, Protocol=Linear2022.1181.7
XKD-MATSPretrain=K400, Modality=VA, Protocol=Linear2022.1180.1
VideoMAEPretrain=K400, Modality=V, Protocol=Linear2022.1180
AVSlowFastPretrain=K400, Modality=VA, Protocol=Linear2022.1177.4
COCLRPretrain=K400, Modality=VF, Protocol=Linear2022.1174.5
AVIDPretrain=K400, Modality=VA, Protocol=Linear2022.1172.3
GDTPretrain=K400, Modality=VA, Protocol=Linear2022.1170.1