HyperAI

Action Classification On Kinetics 700

Métriques

Top-1 Accuracy
Top-5 Accuracy

Résultats

Résultats de performance de divers modèles sur ce benchmark

Tableau comparatif
Nom du modèleTop-1 AccuracyTop-5 Accuracy
learn-to-cycle-time-consistent-feature49.4373.23
improved-multiscale-vision-transformers-for76.693.2
learn-to-cycle-time-consistent-feature53.5274.17
movinets-mobile-video-networks-for-efficient63.5-
movinets-mobile-video-networks-for-efficient66.7-
movinets-mobile-video-networks-for-efficient68.0-
vidtr-video-transformer-without-convolutions69.588.3
internvideo-general-video-foundation-models84.0-
eva-exploring-the-limits-of-masked-visual82.9%-
movinets-mobile-video-networks-for-efficient70.7-
uniformerv2-spatiotemporal-learning-by-arming82.796.2
masked-feature-prediction-for-self-supervised80.495.7
internvideo2-scaling-video-foundation-models85.4-
learn-to-cycle-time-consistent-feature56.4676.82
vidtr-video-transformer-without-convolutions70.289
learn-to-cycle-time-consistent-feature49.1572.68
mplug-2-a-modularized-multi-modal-foundation80.494.9
unmasked-teacher-towards-training-efficient83.696.7
co-training-transformer-with-videos-and79.894.9
improved-multiscale-vision-transformers-for79.494.9
movinets-mobile-video-networks-for-efficient71.7-
movinets-mobile-video-networks-for-efficient72.3-
learn-to-cycle-time-consistent-feature54.1774.62
co-training-transformer-with-videos-and78.594.2
coca-contrastive-captioners-are-image-text81.1-
hiera-a-hierarchical-vision-transformer81.1-
rethinking-video-vits-sparse-video-tubes-for83.896.6
vision-models-are-more-robust-and-fair-when51.9-
coca-contrastive-captioners-are-image-text82.7-
aim-adapting-image-models-for-efficient-video80.4-
internvideo2-scaling-video-foundation-models85.9-
vidtr-video-transformer-without-convolutions67.387.7
improved-multiscale-vision-transformers-for79.4-
movinets-mobile-video-networks-for-efficient58.5-
vidtr-video-transformer-without-convolutions70.889.4
multiview-transformers-for-video-recognition83.496.2