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
Show:102550
← PrevPage 1 of 6Next →
All datasetsMTL-AQAAQA-7JIGSAWSFineDivingEgoExoLearnRhythmic GymnasticKIMOREUI-PRMD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1NeuroSymbolic-AQASpearman Correlation0.96—Unverified
2FineParserSpearman Correlation0.94—Unverified
3RICA^2 (Deterministic)Spearman Correlation0.94—Unverified
4RICA^2Spearman Correlation0.94—Unverified