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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 |
|---|---|---|---|---|
| Revenue Maximization | 3 | 2 | Jun 11, 2026 | |
| Single Machine Total Weighted Tardiness Problem | 3 | 1 | Mar 31, 2026 | |
| Minimum Vertex Cover Problem | 3 | 1 | Mar 31, 2026 | |
| Relaxed adsorption-energy prediction | 3 | 2 | May 19, 2026 | |
| Unsafe image generation | 3 | 1 | Mar 31, 2026 | |
| Graduate-level Science QA | 3 | 5 | Jun 30, 2026 | |
| Parking availability prediction | 3 | 1 | Mar 31, 2026 | |
| Pulmonary nodule classification | 3 | 3 | Mar 12, 2026 | |
| Vision-Language Perception and Reasoning |
| 3 |
| 3 |
| May 26, 2026 |
| Simulator Throughput | 3 | 1 | Feb 18, 2026 |
|---|
| Selective Visual Question Answering | 3 | 1 | Feb 18, 2026 |
|---|
| LiDAR ground segmentation | 3 | 1 | Mar 31, 2026 |
|---|
| Visual Jailbreaking Attack | 3 | 2 | Mar 4, 2026 |
|---|
| Music Retrieval | 3 | 3 | Jun 1, 2026 |
|---|
| Task-solving | 3 | 4 | May 19, 2026 |
|---|
| Audio-Visual Scene-Aware Dialog | 3 | 4 | Mar 27, 2026 |
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| Spin Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Inclination Classification | 3 | 1 | Mar 31, 2026 |
|---|
| Compression Ratio Prediction | 3 | 1 | Feb 21, 2026 |
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| Question-Answer Generation | 3 | 1 | Feb 18, 2026 |
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| Stroke detection | 3 | 2 | Apr 7, 2026 |
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| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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| Language-Conditioned Visual Navigation | 3 | 1 | Mar 31, 2026 |
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| Viral family classification | 3 | 1 | Feb 21, 2026 |
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| Box Detection | 3 | 1 | Mar 31, 2026 |
|---|