Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2222 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Underwater Image Enhancement | U80 (test) | 16 | Mar 10, 2026 | ||
| Underwater Image Enhancement | T622 (test) | 16 | Mar 10, 2026 | ||
| Business Category Classification | Yelp non-IID synthetic | 16 | Mar 10, 2026 | ||
| Rating Classification | Yelp synthetic (non-IID) | 16 | Mar 10, 2026 | ||
| Text-to-image Generation | MS-COCO | 16 | Mar 19, 2026 | ||
| Video Temporal Grounding | ActivityNet g43_s12 (test) | 16 | Mar 10, 2026 | ||
| traversability segmentation | indoor traversability dataset (test) | 16 | Mar 10, 2026 | ||
| Job Shop Scheduling | Fisher-Thompson 10 × 10 FT10 (test) | 16 | May 19, 2026 | ||
| Event Mention Extraction | M2E2 Visual Events | 16 | Mar 10, 2026 | ||
| Mathematical Reasoning | MATH | 16 | Jun 23, 2026 | ||
| multiplex interaction prediction | TRRUST zero-shot | 16 | Mar 10, 2026 | ||
| multiplex interaction prediction | TRRUST transductive (T) | 16 | Mar 10, 2026 | ||
| multiplex interaction prediction | PINNACLE zero-shot | 16 | Mar 10, 2026 | ||
| multiplex interaction prediction | PINNACLE (transductive split) | 16 | Mar 10, 2026 | ||
| Multitask Language Understanding | C-MMLU | 16 | Mar 10, 2026 | ||
| Classification | ColorMNIST (OOD) | 16 | Mar 10, 2026 | ||
| Classification | ColorMNIST (ID) | 16 | Mar 10, 2026 | ||
| Robot Navigation | Navigation | 16 | Mar 10, 2026 | ||
| Natural Language Understanding | GLUE | 16 | Mar 10, 2026 | ||
| Beneficial Backdoor Trigger Activation | B4G-Bench | 16 | Mar 10, 2026 | ||
| Text-to-Video Generation | Human Evaluation 50 participants, 400 ratings (test) | 16 | Mar 9, 2026 | ||
| Medical Conditions Extraction | DISPLACE-M (eval) | 16 | Mar 9, 2026 | ||
| Assembly Code Reverse Engineering | REx86 (test) | 16 | Mar 9, 2026 | ||
| Image Classification | Animals With Attributes 2 (Proposed Split) | 16 | Mar 9, 2026 | ||
| Estimation | Example 2 (rho=0.95) | 16 | Mar 9, 2026 |