Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1576 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Logical Reasoning | ProofWriter OWA (3-hop) | 20 | Apr 23, 2026 | ||
| Logical Reasoning | ProofWriter CWA 3-hop | 20 | Apr 23, 2026 | ||
| Logical Reasoning | PrOntoQA 5-hop | 20 | Apr 23, 2026 | ||
| Semantic Segmentation | Pascal Context 59 (PC59) without background | 20 | Apr 23, 2026 | ||
| Collaborative text generation | Fixed prompt set 200 prompts | 20 | Apr 23, 2026 | ||
| Multimodal Reward Modeling | RewardBench MM-RLHF | 20 | Apr 23, 2026 | ||
| Scaling Law Discovery | SLDBench extrapolation (test) | 20 | Apr 23, 2026 | ||
| Recommendation Retrieval | RecSys 2017 1 (test) | 20 | Apr 23, 2026 | ||
| Recommendation Retrieval | KuaiRand 1 (test) | 20 | Apr 23, 2026 | ||
| Recommendation Retrieval | TaobaoAd 1 (test) | 20 | Apr 23, 2026 | ||
| Knowledge Editing | Counterfact | 20 | Apr 23, 2026 | ||
| Question Answering | QA (OBQA, ARC-E, ARC-C, CQA) | 20 | Apr 23, 2026 | ||
| Natural Language Understanding | GLUE | 20 | Apr 23, 2026 | ||
| Harmful prompt classification | WildGuardMix (val) | 20 | Apr 23, 2026 | ||
| Backdoor detection | StrongREJECT prompts with triggers | 20 | Apr 23, 2026 | ||
| Visual Affordance | VABench Point | 20 | Apr 29, 2026 | ||
| Recommendation | Beauty | 20 | Apr 21, 2026 | ||
| Recommendation | Yelp 2018 | 20 | Apr 21, 2026 | ||
| Recommendation | Gowalla | 20 | Apr 21, 2026 | ||
| Recommendation | Beauty | 20 | Apr 21, 2026 | ||
| Braking Intensity Prediction | Open Source Dataset (O.D.) | 20 | Apr 21, 2026 | ||
| Multi-agent Trajectory Prediction | Football Trajectory Dataset (test) | 20 | Apr 21, 2026 | ||
| Robot manipulation | PushT vmax = 8.4 (test) | 20 | Apr 21, 2026 | ||
| Text-to-Video Generation | EvalCrafter Official (Four splits (Count, Color, Action, Others)) | 20 | Apr 21, 2026 | ||
| Audio Understanding | MMAU mini (test) | 20 | Apr 21, 2026 |