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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 |
|---|---|---|---|---|
| Intrinsic Rendering | 1 | 1 | Feb 20, 2026 | |
| Damaged Content Prediction | 1 | 1 | Feb 18, 2026 | |
| Facial Expression Intensity Regression | 1 | 1 | Feb 20, 2026 | |
| Skeleton-based Anomaly Detection | 1 | 1 | Feb 18, 2026 | |
| 4D Spatio-temporal Reasoning | 1 | 5 | Mar 31, 2026 | |
| Multi-exposure HDR image reconstruction | 1 | 1 | Feb 20, 2026 | |
| Cross-subject emotion recognition | 1 | 1 | May 22, 2026 | |
| Few-Shot Incremental Learning | 1 | 1 | Feb 18, 2026 | |
| Human Pose Discrimination |
| 1 |
| 1 |
| Feb 20, 2026 |
| Pathology Detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Object Captioning (Untargeted Attack) | 1 | 1 | Feb 20, 2026 |
|---|
| Knowledge-based Vision-Language Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| 2D Computer Vision Benchmarking | 1 | 2 | Feb 20, 2026 |
|---|
| Specular View Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Computer Vision Benchmarking | 1 | 2 | May 25, 2026 |
|---|
| Vision-Centric Multi-modal Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Breast Lesion Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial Memory Consistency | 1 | 1 | Feb 20, 2026 |
|---|
| Cardiac Medical Image Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Video-based Multimodal Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| 3D-Aligned Surface Normal Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Image-to-Multi-RGBA | 1 | 1 | Feb 20, 2026 |
|---|
| RGBA image reconstruction | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Portrait Animation (Self Reenactment) | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Portrait Animation (Cross Reenactment) | 1 | 2 | Mar 5, 2026 |
|---|