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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 |
|---|---|---|---|---|
| Action Step Localization | 3 | 8 | Feb 27, 2026 | |
| Visual instructional feedback evaluation | 3 | 1 | Mar 27, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| Autonomous Driving Performance Evaluation | 3 | 2 | Apr 10, 2026 | |
| Road Graph Extraction | 3 | 2 | Mar 31, 2026 | |
| Robustness to Adversarial Examples | 3 | 2 | Feb 18, 2026 | |
| Defense against Model Inversion Attack | 3 | 2 | Feb 27, 2026 | |
| Aerial-ground vehicle localization | 3 | 1 | Feb 20, 2026 | |
| Pose-guided Human Image Generation |
| 3 |
| 4 |
| Jun 8, 2026 |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Document Parsing Quality Assessment | 3 | 1 | Feb 20, 2026 |
|---|
| Meta-continual learning | 3 | 1 | Feb 27, 2026 |
|---|
| 4D Mesh Reconstruction | 3 | 3 | May 26, 2026 |
|---|
| Estimation of Heterogeneous Long-Term Treatment Effects | 3 | 1 | Apr 2, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
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| Potato leaf disease classification | 3 | 1 | Mar 31, 2026 |
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| Noise Synthesis Similarity | 3 | 2 | Mar 6, 2026 |
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| Mesh classification | 3 | 2 | Feb 18, 2026 |
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| Shadow Dexterous Hand Manipulation | 3 | 1 | Feb 20, 2026 |
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| Bone Marrow Morphology | 3 | 1 | Feb 18, 2026 |
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| Count | 3 | 3 | May 18, 2026 |
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| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
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| Single white blood cell classification | 3 | 1 | Feb 18, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|