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Action Detection on UCF101 24 (8% labeled labels, test)

72.1f-mAP@0.5Stable Mean Teacher (Ours)
41.4249.38557.3565.315Dec 10, 2024

Evaluation results

MethodLinks
Stable Mean Teacher (Ours)learning protocol=semi-supervised2024.1272.173.8
Tarvainen et al.learning protocol=semi-supervised2024.1266.269.3
Kumar et al.learning protocol=semi-supervised2024.1264.164.6
Jeong et al.learning protocol=semi-supervised2024.1257.861.2
Le et al.learning protocol=semi-supervised2024.1256.4—
Supervised baselinelearning protocol=supervised2024.1242.639.4