Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2104 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Categorical Data Imputation | mushroom (test) | 16 | Jul 9, 2026 | ||
| Categorical Data Imputation | car (test) | 16 | Jul 9, 2026 | ||
| Fine-grained Image Classification | FGVC (CUB-200, Stanford Dogs, Stanford Cars, NABirds) (test) | 16 | Jul 9, 2026 | ||
| Hallucination Attribution | RePOPE | 16 | Jul 9, 2026 | ||
| Hallucination Attribution | POPE | 16 | Jul 9, 2026 | ||
| Harmonization → Light Enhancement | LoL (test) | 16 | Jul 9, 2026 | ||
| Numeric Planning | IPC Numeric & Custom Planning Domains 2023 (Evaluation set) | 16 | Jul 9, 2026 | ||
| Classification | 25 UCI Datasets Aggregated | 16 | Jul 9, 2026 | ||
| Unconditional Image Generation | AFHQ v2 | 16 | Jul 9, 2026 | ||
| Image Classification | Dog Breed | 16 | Jul 8, 2026 | ||
| Image Classification | CUB200 | 16 | Jul 8, 2026 | ||
| Image Classification | Food500 base-to-novel generalization | 16 | Jul 8, 2026 | ||
| Image Classification | Web Cars base-to-novel | 16 | Jul 8, 2026 | ||
| Image Classification | Average across 5 datasets | 16 | Jul 8, 2026 | ||
| Image Classification | Webcar | 16 | Jul 8, 2026 | ||
| Image Classification | Veg200 | 16 | Jul 8, 2026 | ||
| Image Classification | Fruit92 | 16 | Jul 8, 2026 | ||
| Video Face Restoration | CelebV-HQ (test) | 16 | Jul 8, 2026 | ||
| Multi-Hop Question Answering | MuSiQue | 16 | Jul 8, 2026 | ||
| Artwork Outpainting | Landscape Artwork Images Cleveland Museum of Art & Art Institute of Chicago (400 images) | 16 | Jul 8, 2026 | ||
| Multi-turn Decision Making | tau2-Bench held-out (test) | 16 | Jul 8, 2026 | ||
| Function Calling | BFCL held-out V4 (test) | 16 | Jul 8, 2026 | ||
| Agentic Task Performance | ACEBench Agent (test) | 16 | Jul 8, 2026 | ||
| Utility Preservation | Standard Benign Prompts | 16 | Jul 8, 2026 | ||
| Safety Alignment | VSA Violence (visual synonym attack prompts) | 16 | Jul 8, 2026 |