OpenCodePapers
action-quality-assessment-on-mtl-aqa
Action Recognition
Action Quality Assessment
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Paper
Code
Spearman Correlation
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RL2(*100)
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ModelName
ReleaseDate
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RICA2: Rubric-Informed, Calibrated Assessment of Actions
✓ Link
96.20
0.228
RICA^2 (Deterministic)
2024-08-04
Hierarchical NeuroSymbolic Approach for Comprehensive and Explainable Action Quality Assessment
✓ Link
96.10
NeuroSymbolic-AQA
2024-03-20
RICA2: Rubric-Informed, Calibrated Assessment of Actions
✓ Link
95.94
0.258
RICA^2
2024-08-04
Auto-Encoding Score Distribution Regression for Action Quality Assessment
✓ Link
95.89
DAE-CoRe
2021-11-22
FineParser: A Fine-grained Spatio-temporal Action Parser for Human-centric Action Quality Assessment
✓ Link
95.85
0.241
FineParser
2024-05-11
Group-aware Contrastive Regression for Action Quality Assessment
✓ Link
95.12
0.260
CoRe(w/ DD)
2021-08-17
Auto-Encoding Score Distribution Regression for Action Quality Assessment
✓ Link
94.52
DAE-MT
2021-11-22
Group-aware Contrastive Regression for Action Quality Assessment
✓ Link
93.81
0.394
I3D+MLP(w/ DD)
2021-08-17
Group-aware Contrastive Regression for Action Quality Assessment
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93.41
0.365
CoRe
2021-08-17
Improving Action Quality Assessment using Weighted Aggregation
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93.15
ResNet34-(2+1)D-WD
2021-02-21
Uncertainty-aware Score Distribution Learning for Action Quality Assessment
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92.73
0.451
MUSDL(w/ DD)
2020-06-13
Uncertainty-aware Score Distribution Learning for Action Quality Assessment
✓ Link
92.31
0.468
USDL(w/ DD)
2020-06-13
Auto-Encoding Score Distribution Regression for Action Quality Assessment
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92.31
DAE-MLP
2021-11-22
Group-aware Contrastive Regression for Action Quality Assessment
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91.96
0.465
I3D+MLP
2021-08-17
Uncertainty-aware Score Distribution Learning for Action Quality Assessment
✓ Link
91.58
0.654
MUSDL
2020-06-13
Uncertainty-aware Score Distribution Learning for Action Quality Assessment
✓ Link
90.66
0.609
USDL
2020-06-13
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
✓ Link
90.44
C3D-AVG-MTL
2019-04-08
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
✓ Link
89.60
C3D-AVG-STL
2019-04-08
Uncertainty-aware Score Distribution Learning for Action Quality Assessment
✓ Link
89.21
I3D+MLP
2020-06-13
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
✓ Link
86.12
MSCADC-MTL
2019-04-08
What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment
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84.72
MSCADC-STL
2019-04-08
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