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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 |
|---|---|---|---|---|
| Human artifact detection | 1 | 1 | Feb 19, 2026 | |
| Motion Retrieval | 1 | 1 | Feb 19, 2026 | |
| Floorplan Reconstruction Efficiency | 1 | 1 | Feb 19, 2026 | |
| Geometric Floorplan Reconstruction | 1 | 1 | Feb 19, 2026 | |
| Tooth Partitioning | 1 | 1 | Apr 7, 2026 | |
| 2D binary segmentation | 1 | 1 | Apr 7, 2026 | |
| Heterogeneous Medical VQA and Disease Classification | 1 | 1 | Feb 18, 2026 | |
| Semantic Floorplan Parsing | 1 | 1 | Feb 19, 2026 | |
| Sequential Digit Classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| Floorplan interior segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Floorplan Semantic Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Vehicle Path Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-instance image editing | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-Scene Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Time-aware Dense Captioning | 1 | 1 | Feb 19, 2026 |
|---|
| Image Preset Filter Transfer | 1 | 1 | Feb 19, 2026 |
|---|
| 4x Single Image Super-Resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Vision-Language Hallucination Evaluation | 1 | 1 | Feb 19, 2026 |
|---|
| Unpaired Image-to-Image Translation (Apple to Orange) | 1 | 1 | Feb 18, 2026 |
|---|
| Chart-based Reasoning | 1 | 2 | Apr 10, 2026 |
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| Video In-Context Learning | 1 | 1 | Feb 19, 2026 |
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| Unpaired Image-to-Image Translation (Orange to Apple) | 1 | 1 | Feb 18, 2026 |
|---|
| Video Knowledge Acquisition | 1 | 1 | Feb 19, 2026 |
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| Geometric Image Editing | 1 | 1 | Feb 19, 2026 |
|---|
| E-commerce Short Video Understanding | 1 | 1 | Feb 19, 2026 |
|---|