Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2156 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Emotion Recognition | SEED-V | 16 | Jun 2, 2026 | ||
| Multimodal Visual Question Answering | LLaVA Evaluation Suite (GQA, MME, POPE, SQA-Img, VizWiz, VQAv2, MMB-En) 1.5 | 16 | May 22, 2026 | ||
| Backdoor Defense in Time Series Forecasting | PEMS03 v1 (full) | 16 | May 22, 2026 | ||
| Time Series Forecasting | PEMS03 BackTime Attack | 16 | May 22, 2026 | ||
| Time Series Forecasting | PEMS03 Random Attack | 16 | May 22, 2026 | ||
| Multi-hop Retrieval | Average (HotpotQA, 2WikiMultihopQA, Musique, Morehopqa) (test) | 16 | May 22, 2026 | ||
| Multi-hop Retrieval | Morehopqa (test) | 16 | May 22, 2026 | ||
| Zero-shot Classification | COCO VIS-IR | 16 | May 22, 2026 | ||
| Zero-shot Classification | COCO IR | 16 | May 22, 2026 | ||
| Zero-shot Classification | COCO VIS | 16 | May 22, 2026 | ||
| Logistic regression | DOROTHEA | 16 | May 22, 2026 | ||
| Recommendation | Amazon Electronics full-sort protocol | 16 | May 22, 2026 | ||
| Recommendation | Amazon Sports full-sort protocol | 16 | May 22, 2026 | ||
| Recommendation | Amazon Baby full-sort protocol | 16 | May 22, 2026 | ||
| Memorization Detection | SD LAION Lexica COCO-2017 GPT-4 1000 prompts 1.4 (Evaluation) | 16 | May 22, 2026 | ||
| Spatiotemporal-sensitive video understanding | TimeBlind | 16 | May 22, 2026 | ||
| Spatiotemporal-sensitive video understanding | DyBench | 16 | May 22, 2026 | ||
| Disease Classification | CT-RATE (test) | 16 | Jun 24, 2026 | ||
| Mathematical Reasoning | MATH original and paraphrased (train) | 16 | May 22, 2026 | ||
| Mathematical Reasoning | GSM8K original and paraphrased (train) | 16 | May 22, 2026 | ||
| Aggregate Performance | Aggregate HotPotQA, LiveBench-Math, Formula | 16 | May 22, 2026 | ||
| Formula Evaluation | Formula | 16 | May 22, 2026 | ||
| Question Answering | HotPotQA | 16 | May 22, 2026 | ||
| Mathematical Reasoning | LiveBench Math | 16 | May 22, 2026 | ||
| PMI ranking estimation | GoEmotions (500 held-out pairs) | 16 | May 22, 2026 |