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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 |
|---|---|---|---|---|
| Multi-arm motion planning | 4 | 3 | Jul 3, 2026 | |
| Temporal | 4 | 4 | May 14, 2026 | |
| Online Shopping | 4 | 16 | Jul 8, 2026 | |
| Eye Tracking | 4 | 3 | May 22, 2026 | |
| Depth Image Classification | 4 | 5 | May 19, 2026 | |
| Carrying a box | 4 | 1 | Feb 21, 2026 | |
| Multi-agent task routing | 4 | 1 | Feb 18, 2026 | |
| Binding site prediction | 4 | 3 | May 14, 2026 | |
| KV Cache Quantization | 4 | 2 | Jun 24, 2026 | |
| Multi-Concept Image Generation |
| 4 |
| 3 |
| Jun 16, 2026 |
| Answer-level hallucination detection | 4 | 2 | Jul 1, 2026 |
|---|
| Summary Generation | 4 | 3 | Apr 9, 2026 |
|---|
| RGB point cloud generation | 4 | 1 | Mar 31, 2026 |
|---|
| Place shoe | 4 | 3 | Mar 17, 2026 |
|---|
| Question Answering and Reasoning | 4 | 4 | Jun 16, 2026 |
|---|
| Security Evaluation | 4 | 5 | Jul 3, 2026 |
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| World Coordinate 3D Point Tracking on Dynamic Points | 4 | 1 | Mar 31, 2026 |
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| Urban Planning | 4 | 2 | May 27, 2026 |
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| Composite Interception | 4 | 1 | Mar 31, 2026 |
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| Urban Cable Routing | 4 | 1 | Feb 21, 2026 |
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| Multi-subject Image Generation | 4 | 4 | Feb 20, 2026 |
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| Automated Heuristic Discovery | 4 | 1 | Feb 21, 2026 |
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| Scientific Paper Writing | 4 | 1 | Mar 31, 2026 |
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| Opinion Triplet Extraction | 4 | 1 | Feb 18, 2026 |
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| Single Objective Optimization | 4 | 2 | May 6, 2026 |
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