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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| RTL Summarization | 2 | 1 | Mar 19, 2026 | |
| Loop Closing | 2 | 1 | Mar 19, 2026 | |
| Scientific Research Automation | 2 | 1 | Mar 19, 2026 | |
| Open-ended text completion | 2 | 1 | Feb 18, 2026 | |
| Accessible color pair generation (WCAG AA compliance) | 2 | 1 | Feb 20, 2026 | |
| Scene type classification | 2 | 2 | Apr 6, 2026 | |
| Locomotion Control Smoothness | 2 | 1 | Mar 19, 2026 | |
| Deathmatch | 2 | 1 | Feb 18, 2026 | |
| Caption Matching and Retrieval |
| 2 |
| 1 |
| Feb 18, 2026 |
| Super-Resolution (×2) | 2 | 1 | Mar 19, 2026 |
|---|
| Random Inpainting (p=0.9) | 2 | 1 | Mar 19, 2026 |
|---|
| Recourse Cost Evaluation | 2 | 2 | May 11, 2026 |
|---|
| Urdu News Recommendation | 2 | 1 | Feb 20, 2026 |
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| Taxonomic Open Set Classification | 2 | 2 | May 29, 2026 |
|---|
| Federated Character Prediction | 2 | 1 | Feb 18, 2026 |
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| Fair Image Generation (Gender) | 2 | 1 | Feb 18, 2026 |
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| Multi-Scenario Recommendation | 2 | 1 | Feb 20, 2026 |
|---|
| Fair Image Generation (Race) | 2 | 1 | Feb 18, 2026 |
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| Click-Through-and-Conversion Rate Prediction | 2 | 1 | Feb 20, 2026 |
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| Multi-agent routing | 2 | 2 | Jun 30, 2026 |
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| Online Ad Recommendation | 2 | 1 | Feb 20, 2026 |
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| Architecture Generation | 2 | 1 | Mar 19, 2026 |
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| Interactive part segmentation | 2 | 1 | Mar 18, 2026 |
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| 5-way 5-shot incremental learning | 2 | 2 | Feb 18, 2026 |
|---|
| Robot Picking | 2 | 1 | Mar 18, 2026 |
|---|