SLIC (R3D-18)

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Robots2 results

Activity RecognitiononUCF101
split-1 Top-1 Accuracy· 2022-06-25
83.2
SOTA
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos arXiv:2206.12534
Activity RecognitiononHMDB51
Top-1 Accuracy· 2022-06-25
54.5
best: 79.7 (MVD (ViT-B))
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos arXiv:2206.12534

Time Series2 results

Action RecognitiononUCF101
split-1 Top-1 Accuracy· 2022-06-25
83.2
SOTA
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos arXiv:2206.12534
Action RecognitiononHMDB51
Top-1 Accuracy· 2022-06-25
54.5
best: 79.7 (MVD (ViT-B))
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos arXiv:2206.12534