SOTAVerified

Action Quality Assessment

Assessing/analyzing/quantifying how well an action was performed.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 52 papers

TitleStatusHype
PHI: Bridging Domain Shift in Long-Term Action Quality Assessment via Progressive Hierarchical InstructionCode0
FineCausal: A Causal-Based Framework for Interpretable Fine-Grained Action Quality AssessmentCode0
A Decade of Action Quality Assessment: Largest Systematic Survey of Trends, Challenges, and Future Directions—0
Action Quality Assessment via Hierarchical Pose-guided Multi-stage Contrastive RegressionCode0
A Comprehensive Survey of Action Quality Assessment: Method and Benchmark—0
Unlabeled Action Quality Assessment Based on Multi-dimensional Adaptive Constrained Dynamic Time Warping—0
Interpretable Long-term Action Quality AssessmentCode1
RICA2: Rubric-Informed, Calibrated Assessment of ActionsCode1
Semi-Supervised Teacher-Reference-Student Architecture for Action Quality Assessment—0
Video-STaR: Self-Training Enables Video Instruction Tuning with Any SupervisionCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RICA^2Spearman Correlation0.92—Unverified
2RICA^2 (Deterministic)Spearman Correlation0.9—Unverified
3DAE-CoReSpearman Correlation0.86—Unverified
4DAE-MTSpearman Correlation0.76—Unverified
5DAE-MLPSpearman Correlation0.72—Unverified