Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1186 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Multi-agent Reinforcement Learning | Predator-Prey Diagonal (PP-D) | 24 | May 14, 2026 | ||
| Multi-agent Reinforcement Learning | Predator-Prey Orthogonal (PP-O) | 24 | May 14, 2026 | ||
| Multi-agent Reinforcement Learning | Navigation | 24 | May 14, 2026 | ||
| Multi-agent Observation Sharing | PredatorPrey Diagonal | 24 | May 14, 2026 | ||
| Multi-agent Observation Sharing | PredatorPrey-Orthogonal (PP-O) | 24 | May 14, 2026 | ||
| Multi-agent Observation Sharing | Navigation | 24 | May 14, 2026 | ||
| Rate of successful action changes | TrafficJunction Large (TJ-L) RIAL (test) | 24 | May 14, 2026 | ||
| Rate of successful action changes | TrafficJunction Small (TJ-S) RIAL (test) | 24 | May 14, 2026 | ||
| Rate of successful action changes | PredatorPrey Diagonal (PP-D) RIAL (test) | 24 | May 14, 2026 | ||
| Rate of successful action changes | PredatorPrey Orthogonal (PP-O) RIAL (test) | 24 | May 14, 2026 | ||
| Rate of successful action changes | Navigation RIAL (test) | 24 | May 14, 2026 | ||
| Human Sensing | ChestX | 24 | May 14, 2026 | ||
| Human Sensing | Emotion | 24 | May 14, 2026 | ||
| Multimodal Reasoning | Multiple Evaluation Benchmarks Aggregate (test) | 24 | May 14, 2026 | ||
| Timeline Summarization | Crisis | 24 | Jun 12, 2026 | ||
| Multi-agent coordination | 2-Lane Oval Highway | 24 | May 14, 2026 | ||
| Multi-agent coordination | 3-Lane Highway | 24 | May 14, 2026 | ||
| Continual Learning | Opp3 | 24 | May 14, 2026 | ||
| Continual Learning | Opp2 | 24 | May 14, 2026 | ||
| Continual Learning | Opp1 | 24 | May 14, 2026 | ||
| Continual Learning | G2 | 24 | May 14, 2026 | ||
| Continual Learning | G1 | 24 | May 14, 2026 | ||
| Shortest Path | Warcraft | 24 | May 14, 2026 | ||
| Classification | Aggregated Datasets (Wisconsin, ILPD, Pageblocks, Pima, Apndcts, WineQuality, WBDC, Vehicle) | 24 | May 13, 2026 | ||
| Refusal mechanism ablation | JBB-Behaviors 100 harmful prompts (test) | 24 | May 13, 2026 |