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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 |
|---|---|---|---|---|---|
| Causal Estimation | Street Outreach Data | 45 | Apr 21, 2026 | ||
| Knowledge Retrieval | 2WikiMultihopQA | 45 | Apr 21, 2026 | ||
| Knowledge Retrieval | HotpotQA | 45 | Apr 21, 2026 | ||
| Knowledge Retrieval | PopQA | 45 | Apr 21, 2026 | ||
| Knowledge Retrieval | NQ | 45 | Apr 21, 2026 | ||
| Question Answering |
| Riddle (test) |
| 45 |
| Apr 21, 2026 |
| Code Generation | LCB v5 | 45 | May 19, 2026 |
|---|
| Personalized distractor generation | Discrete_40 Student_1361 | 45 | Apr 21, 2026 |
|---|
| Personalized distractor generation | Eedi 100 Student 1361 | 45 | Apr 21, 2026 |
|---|
| Point Cloud Classification | ModelNet40 | 45 | Apr 20, 2026 |
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| Point Cloud Classification | ScanObjectNN OBJ_ONLY | 45 | Apr 20, 2026 |
|---|
| Style Transfer | ArtFID Benchmark (test) | 45 | Apr 15, 2026 |
|---|
| Multitask Language Understanding | MMLU physics | 45 | Apr 15, 2026 |
|---|
| Image Denoising | ICVL (test) | 45 | Apr 14, 2026 |
|---|
| Image Denoising | CAVE (test) | 45 | Apr 14, 2026 |
|---|
| Nudity Removal | MMA-Diffusion | 45 | Jun 30, 2026 |
|---|
| Fact Accuracy | Synthetic Phonebook Facts Power law Exponent beta = 0.5 | 45 | Apr 10, 2026 |
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| Retrieval-Augmented Generation | MS MARCO | 45 | May 20, 2026 |
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| Question Answering | GPQA Diamond | 45 | Jun 12, 2026 |
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| Interactive Object Removal | RORD | 45 | Apr 9, 2026 |
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| Reasoning | GSM→FOL | 45 | Apr 8, 2026 |
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| Multimodal Reasoning | ScienceQA | 45 | May 27, 2026 |
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| Mobile UI Control | AndroidWorld | 45 | Jun 24, 2026 |
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| Classification | DIAGNO (test) | 45 | Apr 7, 2026 |
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| Automatic Speech Recognition | TED-LIUM 3 | 45 | Apr 10, 2026 |
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