Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 932 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Adversarial Attack Effectiveness in RAG Pipeline | ESCI position 6 (test) | 28 | May 28, 2026 | ||
| GenAI Search Optimization Attack Effectiveness | Amazon ESCI | 28 | May 28, 2026 | ||
| GEO Attack Detection | ESCI Pipeline (≈1:9) (test) | 28 | May 28, 2026 | ||
| GEO Attack Detection | ESCI Balanced (1:1) (test) | 28 | May 28, 2026 | ||
| Multi-hop Question Answering | 2WikiMultiHopQA | 28 | Jul 8, 2026 | ||
| Classification | IoT sensor dataset (test) | 28 | May 28, 2026 | ||
| Chart Question Answering | ChartQA | 28 | Jul 1, 2026 | ||
| Privacy Auditing | CIFAR10 (test) | 28 | May 27, 2026 | ||
| One-run DP privacy auditing | CIFAR10 (test) | 28 | May 27, 2026 | ||
| Node classification | Bitcoinotc | 28 | May 27, 2026 | ||
| Trajectory Prediction | Maritime-MmD+ AIS Missing scenario | 28 | May 27, 2026 | ||
| Trajectory Prediction | Maritime-MmD+ Vessel Density scenario | 28 | May 27, 2026 | ||
| Trajectory Prediction | Maritime-MmD+ Prediction Step scenario | 28 | May 27, 2026 | ||
| Human Perceptual Alignment | NIGHT (test) | 28 | May 27, 2026 | ||
| Malware Classification | VirusShare PE executables | 28 | May 26, 2026 | ||
| Image Classification | Food101 | 28 | Jun 5, 2026 | ||
| Referring Expression Comprehension | OpenRef | 28 | May 26, 2026 | ||
| Multi-objective personalized alignment | Multifaceted | 28 | May 26, 2026 | ||
| Multi-objective personalized alignment | Multifaceted dataset (test) | 28 | May 26, 2026 | ||
| Out-of-Distribution Detection | VLCS Open-Set (DTD, Food101, Caltech101) | 28 | May 27, 2026 | ||
| Out-of-Distribution Detection | PACS Open-Set DTD Food101 Caltech101 | 28 | May 27, 2026 | ||
| Aggregate Reasoning Evaluation | MedQA, GSM8K Overall | 28 | May 26, 2026 | ||
| Object Hallucination Assessment in Image Captioning | MSCOCO 2014 (val) | 28 | May 26, 2026 | ||
| CNOT circuit synthesis | 4 x 4 MDS matrices over GL(4, F2) | 28 | May 26, 2026 | ||
| Truthfulness Steering | TruthfulQA | 28 | May 29, 2026 |