Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1057 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Balanced classification | NICU and SEED Average | 26 | Apr 14, 2026 | ||
| Balanced classification | SEED | 26 | Apr 14, 2026 | ||
| Balanced classification | NICU | 26 | Apr 14, 2026 | ||
| Information Retrieval | BEIR COVID v1 (test) | 26 | Apr 13, 2026 | ||
| Federated Learning Model Poisoning Robustness | Purchase Cross-silo 100 FL clients, 500 global iterations & 3 layer DNN model | 26 | Apr 13, 2026 | ||
| Multi-view Classification | NUS | 26 | Jun 2, 2026 | ||
| Face Recognition | CP-LFW | 26 | Apr 13, 2026 | ||
| Partial Multi-Label Learning | emotions | 26 | Apr 13, 2026 | ||
| Mathematical reasoning | AMC 2023 | 26 | Jun 9, 2026 | ||
| Multimodal Question Answering and Understanding | Standard Multimodal Evaluation Suite GQA, MMB, MME, VQA-T, SQA-I, VQA-v2, POPE, MMMU, MM-Vet | 26 | Apr 13, 2026 | ||
| Node Classification | CoraFull | 26 | May 25, 2026 | ||
| Zero-shot Evaluation | Zero-shot Tasks | 26 | May 19, 2026 | ||
| Pixel-wise classification | Dominant Leaf Type Area of interest A+ | 26 | Apr 10, 2026 | ||
| Veracity prediction | RAWFC | 26 | Apr 21, 2026 | ||
| Reasoning Question Answering | StrategyQA | 26 | Apr 23, 2026 | ||
| Physically-Grounded Image Editing | ManipEval multi-object items | 26 | Apr 9, 2026 | ||
| JSON to Zen Grid Translation | Zen Grid Generation 1.0 (test) | 26 | Apr 8, 2026 | ||
| Traffic Signal Control | Jinan (JN-3) | 26 | Apr 29, 2026 | ||
| Question Answering | Natural Questions (test) | 26 | Apr 8, 2026 | ||
| Summarization | CNN/Daily Mail (test) | 26 | Apr 8, 2026 | ||
| Machine Translation | WMT German-English 16 (test) | 26 | Apr 8, 2026 | ||
| Code generation | MT-Bench (test) | 26 | Apr 8, 2026 | ||
| Continual Learning | MLLM-CL (test) | 26 | Jun 23, 2026 | ||
| Mathematical Reasoning | MATH 500 | 26 | Apr 7, 2026 | ||
| Image Quality Assessment | Tanks and Temples | 26 | Apr 7, 2026 |