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ResearchFormerly WizWand

Few-shot Action Recognition on Kinetics (meta-test)

86.1AccuracyHyRSM
51.98860.84469.778.556Apr 28, 2022
Updated 8mo ago

Evaluation results

MethodLinks
HyRSMShot=5-shot, Way=5-way2022.0486.1
TRX (Ω={2,3})Shot=5-shot, Way=5-way2022.0485.9
OTAMShot=5-shot, Way=5-way2022.0485.8
TRX (Ω={1})Shot=5-shot, Way=5-way2022.0485.2
HyRSMShot=4-shot, Way=5-way2022.0484.6
ITANetShot=5-shot, Way=5-way2022.0484.3
HyRSMShot=3-shot, Way=5-way2022.0483.5
TRX (Ω={2,3})Shot=4-shot, Way=5-way2022.0483.4
ARNShot=5-shot, Way=5-way2022.0482.4
TRX (Ω={1})Shot=4-shot, Way=5-way2022.0482.4
OTAMShot=4-shot, Way=5-way2022.0481.9
TRX (Ω={2,3})Shot=3-shot, Way=5-way2022.0481.8
TRX (Ω={1})Shot=3-shot, Way=5-way2022.0480.1
HyRSMShot=2-shot, Way=5-way2022.0480
CMN-JShot=5-shot, Way=5-way2022.0478.9
OTAMShot=3-shot, Way=5-way2022.0478.7
TARNShot=5-shot, Way=5-way2022.0478.5
CMN-JShot=4-shot, Way=5-way2022.0477.3
TRX (Ω={2,3})Shot=2-shot, Way=5-way2022.0476.2
Plain CMNShot=5-shot, Way=5-way2022.0476
OTAMShot=2-shot, Way=5-way2022.0475.9
CMN-JShot=3-shot, Way=5-way2022.0475.6
TRX (Ω={1})Shot=2-shot, Way=5-way2022.0475.4
MAMLShot=5-shot, Way=5-way2022.0475.3
Plain CMNShot=4-shot, Way=5-way2022.0474.7
MatchingNetShot=5-shot, Way=5-way2022.0474.6
HyRSMShot=1-shot, Way=5-way2022.0473.7
ITANetShot=1-shot, Way=5-way2022.0473.6
OTAMShot=1-shot, Way=5-way2022.0473
Plain CMNShot=3-shot, Way=5-way2022.0472.5
MAMLShot=4-shot, Way=5-way2022.0472.1
MatchingNetShot=4-shot, Way=5-way2022.0471.8
MAMLShot=3-shot, Way=5-way2022.0470
CMN-JShot=2-shot, Way=5-way2022.0470
MatchingNetShot=3-shot, Way=5-way2022.0469.2
Plain CMNShot=2-shot, Way=5-way2022.0467.5
MAMLShot=2-shot, Way=5-way2022.0465.5
TARNShot=1-shot, Way=5-way2022.0464.8
MatchingNetShot=2-shot, Way=5-way2022.0464.3
ARNShot=1-shot, Way=5-way2022.0463.7
TRX (Ω={1})Shot=1-shot, Way=5-way2022.0463.6
TRX (Ω={2,3})Shot=1-shot, Way=5-way2022.0463.6
CMN-JShot=1-shot, Way=5-way2022.0460.5
Plain CMNShot=1-shot, Way=5-way2022.0457.3
MAMLShot=1-shot, Way=5-way2022.0454.2
MatchingNetShot=1-shot, Way=5-way2022.0453.3