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SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Prediction-grounded correlation with output difference (JSD) | SST-2 | 145 | May 18, 2026 | ||
| Adversarial Attack | AdvBench (test) | 145 | May 14, 2026 | ||
| Medical Question Answering | MedQA | 145 | Jun 25, 2026 | ||
| Time Series Forecasting | ETTh1 | 145 | Jun 19, 2026 | ||
| Node Classification | Computers |
| 145 |
| May 26, 2026 |
| Factuality | TruthfulQA | 145 | Jun 23, 2026 |
|---|
| Graph Classification | DHFR | 145 | May 6, 2026 |
|---|
| Video Understanding | Video-MME without subtitles | 145 | Jul 9, 2026 |
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| Multivariate Time Series Forecasting | Weather (test) | 145 | May 26, 2026 |
|---|
| Image Captioning Evaluation | Flickr8k-CF | 145 | Jun 30, 2026 |
|---|
| Image Classification | Caltech | 145 | Jul 7, 2026 |
|---|
| Language Modeling | ARXIV (test) | 145 | Apr 15, 2026 |
|---|
| Knowledge Base Question Answering | WebQSP (test) | 145 | Jun 2, 2026 |
|---|
| 3D Human Mesh Recovery | Human3.6M (test) | 145 | Mar 30, 2026 |
|---|
| Code Generation | HumanEval 1.0 (test) | 145 | Feb 26, 2026 |
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| Video Recognition | HMDB51 | 145 | May 28, 2026 |
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| Image Classification | VTAB 1k (test) | 145 | Jun 26, 2026 |
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| Few-shot classification | CUB (test) | 145 | Feb 26, 2026 |
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| Scene Graph Generation | Visual Genome (test) | 145 | Jul 8, 2026 |
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| Image Captioning | Flickr30k (test) | 145 | Jun 26, 2026 |
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| Gesture Recognition | nvGesture (test) | 145 | Jul 9, 2026 |
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| Super-Resolution | Set14 4x (test) | 145 | May 19, 2026 |
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| Question Answering | PubMedQA | 145 | Feb 26, 2026 |
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| Image Classification | Food-101 (test) | 145 | Jun 2, 2026 |
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| Video Action Classification | Something-Something v2 | 145 | May 12, 2026 |
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