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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 |
|---|---|---|---|---|
| 3D Object Detection (Cars) | 1 | 5 | Feb 22, 2026 | |
| Image Cartoonization | 1 | 1 | Feb 18, 2026 | |
| Request Parsing and Crop Area Identification | 1 | 1 | Feb 19, 2026 | |
| Caries Segmentation | 1 | 1 | Apr 2, 2026 | |
| Multi-cancer Classification | 1 | 1 | Feb 18, 2026 | |
| Image-to-Video Vehicle Re-identification | 1 | 1 | Feb 18, 2026 | |
| 3D Object Detection (Cyclists) | 1 | 8 | Feb 27, 2026 | |
| Mouse behavior representation learning | 1 | 1 | Feb 27, 2026 | |
| Box Blur |
|---|
| 1 |
| 1 |
| Feb 19, 2026 |
| Sequence-level Mouse Behavior Analysis | 1 | 1 | Feb 27, 2026 |
|---|
| Frame-level Mouse Behavior Analysis | 1 | 1 | Feb 27, 2026 |
|---|
| Secure Inference (LeNet) | 1 | 1 | Feb 19, 2026 |
|---|
| Secure Inference (AlexNet) | 1 | 1 | Feb 19, 2026 |
|---|
| 3D Human Pose and Mesh Reconstruction | 1 | 3 | Mar 24, 2026 |
|---|
| Secure Inference (VGG16) | 1 | 1 | Feb 19, 2026 |
|---|
| Video-to-Video Re-identification | 1 | 1 | Feb 18, 2026 |
|---|
| Perspective Matching Correlation | 1 | 1 | Feb 18, 2026 |
|---|
| QR Code Classification | 1 | 1 | Feb 19, 2026 |
|---|
| Document Fraud Detection | 1 | 1 | Feb 19, 2026 |
|---|
| Counterfactual Visual Explanation (Smile attribute) | 1 | 1 | Feb 18, 2026 |
|---|
| Document Image Dewarping | 1 | 2 | Feb 18, 2026 |
|---|
| Counterfactual Visual Explanation (Age attribute) | 1 | 1 | Feb 18, 2026 |
|---|
| RIT Classification | 1 | 1 | Feb 19, 2026 |
|---|
| Class-and-Domain Incremental Learning | 1 | 1 | Apr 2, 2026 |
|---|
| Multi-Query Attention (MQA) | 1 | 1 | Feb 18, 2026 |
|---|