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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 |
|---|---|---|---|---|
| Zero-Shot Aerial Navigation | 2 | 1 | Feb 22, 2026 | |
| Medical lesion detection | 2 | 1 | Feb 18, 2026 | |
| Dynamic vehicle insertion | 2 | 1 | Feb 18, 2026 | |
| k-NN Image Classification | 2 | 1 | Feb 22, 2026 | |
| Novel View Synthesis Efficiency Defense | 2 | 1 | Feb 18, 2026 | |
| Hand-object interaction image generation | 2 | 2 | Feb 18, 2026 | |
| Correct Localization | 2 | 2 | Feb 18, 2026 | |
| Exocentric-to-Egocentric Video Translation | 2 | 1 | Feb 18, 2026 | |
| Visual Persuasion Choice Prediction |
|---|
| 2 |
| 1 |
| Feb 22, 2026 |
| Egocentric-to-Exocentric Video Translation | 2 | 1 | Feb 18, 2026 |
|---|
| Body Mesh Recovery | 2 | 1 | Feb 18, 2026 |
|---|
| Room Impulse Response (RIR) Prediction | 2 | 1 | Feb 18, 2026 |
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| search green boxes | 2 | 2 | Apr 14, 2026 |
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| Vision-Language Captioning | 2 | 1 | Feb 22, 2026 |
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| Lipreading (Digits) | 2 | 1 | Feb 18, 2026 |
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| Scenario Understanding | 2 | 1 | Feb 22, 2026 |
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| Roadside LiDAR Background Subtraction | 2 | 1 | Feb 22, 2026 |
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| Compressed Sensing (25%) | 2 | 1 | Feb 18, 2026 |
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| Chart VQA | 2 | 2 | Feb 19, 2026 |
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| Autism Behavior Recognition | 2 | 2 | Apr 6, 2026 |
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| Drive VQA | 2 | 1 | Feb 18, 2026 |
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| Garment Animation | 2 | 1 | Feb 18, 2026 |
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| General Multimodal Question Answering | 2 | 1 | Feb 22, 2026 |
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| Scene-based Audio Classification | 2 | 1 | Feb 18, 2026 |
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| Multimodal Reasoning and Mathematics | 2 | 1 | Feb 22, 2026 |
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