Jester
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Recognition | Jester (val) | Top-1 Accuracy97.4 | 44 | |
| Contextual Bandits | Jester | Non-private LinUCB Performance83.3 | 28 | |
| Video Classification | Jester DG | S->T49.8 | 22 | |
| Ranking | Jester Dataset | Score84.1 | 20 | |
| Hand Gesture Recognition | Jester 1 (test) | Top-1 Accuracy96.6 | 17 | |
| Dueling Bandits | Jester | Recovery Fraction46.7 | 15 | |
| Winner Determination | Jester | Cumulative Regret9.567 | 15 | |
| Best Arm Identification | Jester | True Rank of Reported Winner2.067 | 15 | |
| Hand Gesture Recognition | Jester (test) | Top-1 Acc96.6 | 13 | |
| Matrix Completion | Jester joke | NMAE0.1575 | 12 | |
| Recommendation | jester | NDCG@1066.76 | 10 | |
| Video Domain Adaptation | Jester(S) → Jester(T) (target) | Accuracy69.6 | 10 | |
| Dueling Bandit | Jester | Reported Rank1.967 | 9 | |
| Contextual Bandit | Jester | Relative Cumulative Regret61.02 | 9 | |
| Video Action Classification | Jester | Top-1 Acc97.8 | 9 | |
| Recommendation | Jester 3 (50/50 split) | RMSE4.6866 | 8 | |
| Recommendation | Jester2 (50/50 split) | RMSE4.3546 | 8 | |
| Recommendation | Jester 1 (50/50 split) | RMSE4.3384 | 8 | |
| Recommendation | Jester 3 | Running Time (seconds)0.3415 | 8 | |
| Recommendation | Jester 2 | Running Time (seconds)0.9082 | 8 | |
| Recommendation | Jester 1 | Running Time (seconds)0.9924 | 8 | |
| Missing data estimation | Jester | MAE0.7546 | 7 | |
| Action Recognition | Jester Js -> Jt | Top-1 Acc95.6 | 7 | |
| Action Recognition | Jester v1 (test) | Accuracy0.9656 | 6 | |
| Action Recognition | Jester v1 (val) | Accuracy96.7 | 6 |
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