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ResearchFormerly WizWand

Action Recognition on HMDB51 (5-way accuracy)

47.54CNN Accuracy (5-way)FrameMaker
15.591223.885632.1840.4744Nov 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
FrameMakerBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.1147.54—51.12
TCDBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.1145.34—50.36
UCIRBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.1144.9—46.53
PODNetBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.1144.32—48.78
LwMBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.1126.97——
LwFMCBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.1126.82——
FinetuningBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.1116.82——
ARNShots=1-shot2020.01—44.6—
ARNShots=5-shot2020.01—59.1—
GenAppShots=5-shot2020.01—52.5—
iCaRLBackbone=ResNet-50 TSM, Pre-training=ImageNet [8]2022.11——40.09
ProtoGANShots=1-shot2020.01—34.7—
ProtoGANShots=5-shot2020.01—54—