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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 |
|---|---|---|---|---|
| Investment decision alignment | 3 | 1 | Feb 18, 2026 | |
| Subcircuit Identification | 3 | 1 | Mar 30, 2026 | |
| Spinal landmark detection | 3 | 1 | Feb 19, 2026 | |
| Feedback Loop Identification | 3 | 1 | Mar 30, 2026 | |
| Narrow Dynamic View Synthesis | 3 | 1 | Feb 19, 2026 | |
| 3D Awareness | 3 | 2 | Jun 2, 2026 | |
| Text-to-Shape retrieval | 3 | 3 | Apr 27, 2026 | |
| Watermark Generation | 3 | 5 | Jul 1, 2026 | |
| Ground-to-Satellite Retrieval | 3 | 1 | Mar 30, 2026 | |
| Tree Species Classification |
|---|
| 3 |
| 2 |
| May 8, 2026 |
| Backdoor Attack on Semantic Image Reconstruction | 3 | 1 | Mar 30, 2026 |
|---|
| B-Rep Generation | 3 | 2 | Feb 19, 2026 |
|---|
| Phylogenetic Inference | 3 | 1 | Mar 30, 2026 |
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| Direction | 3 | 2 | Jun 16, 2026 |
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| Histopathological metastases classification | 3 | 1 | Feb 19, 2026 |
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| Tool-augmented agentic reasoning | 3 | 1 | Feb 19, 2026 |
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| Faithfulness Measurement | 3 | 1 | Feb 18, 2026 |
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| Generalized Few-Shot Segmentation | 3 | 2 | Feb 18, 2026 |
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| Video Quality Comparison | 3 | 1 | Feb 19, 2026 |
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| Agent Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Remote Sensing Image-Text Retrieval | 3 | 2 | Feb 20, 2026 |
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| Image Quality Comparison | 3 | 1 | Feb 19, 2026 |
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| Mathematical Reasoning and Code Generation | 3 | 3 | Jun 30, 2026 |
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| Temporal Trajectory Anomaly Detection | 3 | 1 | Mar 27, 2026 |
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| Camera-controlled video-to-video generation | 3 | 2 | May 8, 2026 |
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