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Models/HVQ

HVQ

Reported on 28 benchmarks across 2 tasks · 1 paper · 12 SOTA

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

Computer Vision28 results

Action LocalizationonIKEA ASM
Accuracy· 2024-12-23
51.2
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonIKEA ASM
F1· 2024-12-23
30.7
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonIKEA ASM
Precision· 2024-12-23
37.7
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonIKEA ASM
Recall· 2024-12-23
25.9
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonYoutube INRIA Instructional
Recall· 2024-12-23
38.7
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonBreakfast
Recall· 2024-12-23
44.9
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonIKEA ASM
Accuracy· 2024-12-23
51.2
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonIKEA ASM
F1· 2024-12-23
30.7
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonIKEA ASM
Precision· 2024-12-23
37.7
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonIKEA ASM
Recall· 2024-12-23
25.9
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonYoutube INRIA Instructional
Recall· 2024-12-23
38.7
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonBreakfast
Recall· 2024-12-23
44.9
SOTA
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonIKEA ASM
JSD· 2024-12-23
64.8
best: 88.7 (ASOT)
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonYoutube INRIA Instructional
Acc· 2024-12-23
50.3
best: 62.4 (TSA (FINCH))
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonYoutube INRIA Instructional
F1· 2024-12-23
35.1
best: 55.3 (TSA (Kmeans))
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonYoutube INRIA Instructional
Precision· 2024-12-23
32.1
best: 47.6 (ASOT)
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonBreakfast
Acc· 2024-12-23
54.4
best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonBreakfast
F1· 2024-12-23
39.7
best: 58 (TSA (Kmeans))
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonBreakfast
JSD· 2024-12-23
82.5
best: 94.9 (ASOT)
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action LocalizationonBreakfast
Precision· 2024-12-23
35.6
best: 37.7 (TOT)
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonIKEA ASM
JSD· 2024-12-23
64.8
best: 88.7 (ASOT)
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonYoutube INRIA Instructional
Acc· 2024-12-23
50.3
best: 62.4 (TSA (FINCH))
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonYoutube INRIA Instructional
F1· 2024-12-23
35.1
best: 55.3 (TSA (Kmeans))
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonYoutube INRIA Instructional
Precision· 2024-12-23
32.1
best: 47.6 (ASOT)
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonBreakfast
Acc· 2024-12-23
54.4
best: 78 (AdaFocus (newly extracted I3D-features, LT-Context model))
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonBreakfast
F1· 2024-12-23
39.7
best: 58 (TSA (Kmeans))
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonBreakfast
JSD· 2024-12-23
82.5
best: 94.9 (ASOT)
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640
Action SegmentationonBreakfast
Precision· 2024-12-23
35.6
best: 37.7 (TOT)
Hierarchical Vector Quantization for Unsupervised Action Segmentation arXiv:2412.17640