Spatiotemporal Contrastive Video Representation Learning

Benchmark Model Rank Results
self-supervised-action-recognition-on-hmdb51CVRL (R3D-152 2x; K600)#7Top-1 Accuracy: 69.9Pre-Training Dataset: Kinetics600Frozen: false
self-supervised-action-recognition-on-hmdb51CVRL (R3D-50; K600)#10Top-1 Accuracy: 68.0Pre-Training Dataset: Kinetics600Frozen: false
self-supervised-action-recognition-on-hmdb51CVRL (R3D-50; K400)#12Top-1 Accuracy: 66.7Pre-Training Dataset: Kinetics400Frozen: false
self-supervised-action-recognition-on-hmdb51-1CVRL (R3D-152 2x; K600)#3Top-1 Accuracy: 69.9Pretraining Dataset: K600
self-supervised-action-recognition-on-hmdb51-1CVRL (R3D-50; K600)#5Top-1 Accuracy: 68.0Pretraining Dataset: K600
self-supervised-action-recognition-on-hmdb51-1CVRL (R3D-50; K400)#6Top-1 Accuracy: 66.7Pretraining Dataset: K400
self-supervised-action-recognition-on-kinetics-1CVRL (R3D-152 2x; K600 pretrain)#2Top-1 accuracy %: 71.6
self-supervised-action-recognition-on-kinetics-1CVRL (R3D-101)#3Top-1 accuracy %: 67.6
self-supervised-action-recognition-on-kinetics-1CVRL (R3D-50)#4Top-1 accuracy %: 66.1
self-supervised-action-recognition-on-kinetics-2CVRL (R3D-152 2x)#1Top-1 Accuracy: 72.9
self-supervised-action-recognition-on-kinetics-2CVRL (R3D-101)#2Top-1 Accuracy: 71.6
self-supervised-action-recognition-on-kinetics-2CVRL (R3D-50)#4Top-1 Accuracy: 70.4
self-supervised-action-recognition-on-ucf101CVRL (R3D-152 2x; K600)#93-fold Accuracy: 93.9Pre-Training Dataset: Kinetics600Frozen: false
self-supervised-action-recognition-on-ucf101CVRL (R3D-50; K600)#113-fold Accuracy: 93.4Pre-Training Dataset: Kinetics600Frozen: false
self-supervised-action-recognition-on-ucf101CVRL (R3D-50; K400)#163-fold Accuracy: 92.2Pre-Training Dataset: Kinetics400Frozen: false
self-supervised-action-recognition-on-ucf101-1CVRL (R3D-152 2x; K600)#33-fold Accuracy: 93.9Pretrain: K600
self-supervised-action-recognition-on-ucf101-1CVRL (R3D-50; K600)#43-fold Accuracy: 93.4Pretrain: K600
self-supervised-action-recognition-on-ucf101-1CVRL (R3D-50; K400)#53-fold Accuracy: 92.2Pretrain: K400