SOTA2 Research · benchmarks
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
Benchmarks
309,131 indexed| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Clustering | breast_cancer | 29 | Jun 18, 2026 | ||
| General Language Understanding | MMLU | 29 | May 27, 2026 | ||
| Robotic Manipulation | LIBERO Average across suites | 29 | May 14, 2026 | ||
| Video Reasoning | VSI-Bench (test) | 29 | Apr 23, 2026 | ||
| Coding | LiveCodeBench | 29 | May 11, 2026 | ||
| Multi-turn Text-to-SQL | CoSQL & SParC Aggregate | 29 | Apr 21, 2026 | ||
| Multi-turn Text-to-SQL | SParC In-domain | 29 | Apr 21, 2026 | ||
| Multi-turn Text-to-SQL | CoSQL In-domain | 29 | Apr 21, 2026 | ||
| Maximum Nonlinearity Optimization | Monotone Boolean Functions Balanced | 29 | Apr 21, 2026 | ||
| Backdoor Attack Predict Future | Howdy! | 29 | Apr 20, 2026 | ||
| Image Generation | CelebA 64 | 29 | Jun 2, 2026 | ||
| 3D Object Classification | ScanObjectNN PB | 29 | Apr 20, 2026 | ||
| PII Detection | Crash narratives dataset | 29 | Apr 20, 2026 | ||
| Human-Object Interaction | VG-HOI (Computed-box) | 29 | Apr 16, 2026 | ||
| Human-Object Interaction | VG-HOI Annotated-box | 29 | Apr 16, 2026 | ||
| Hidden Intent Inference | MISID | 29 | Apr 15, 2026 | ||
| Lie Detection | MISID | 29 | Apr 15, 2026 | ||
| Identity Judgment | MISID | 29 | Apr 15, 2026 | ||
| Subjectivity Analysis | MISID | 29 | Apr 15, 2026 | ||
| Emotion Analysis | MISID | 29 | Apr 15, 2026 | ||
| Visual Emotion Recognition | EmoSet | 29 | May 27, 2026 | ||
| Image Captioning | CapArena-Auto | 29 | Apr 15, 2026 | ||
| Node Classification | 29 | Apr 15, 2026 | |||
| Dec-POMDP Planning | COOPERATIVE BOX PUSHING | 29 | Apr 13, 2026 | ||
| Tabular Classification | WIDS | 29 | Apr 10, 2026 |