Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Driving Performance Validation | 3 | 1 | Mar 27, 2026 | |
| Hierarchy Discovery | 3 | 1 | Mar 27, 2026 | |
| 3D ball trajectory reconstruction | 3 | 1 | Mar 27, 2026 | |
| Meta-Measure 2 (Ground-Truth Switch) | 3 | 1 | Feb 20, 2026 | |
| Dependency Semantic Role Labeling | 3 | 2 | Feb 18, 2026 | |
| Source Integrity | 3 | 1 | Feb 20, 2026 | |
| Joint Concept and Target Prediction | 3 | 1 | Feb 18, 2026 | |
| Scene Text-Centric Visual Question Answering | 3 | 2 | May 21, 2026 | |
| Federated OOD Detection |
| 3 |
| 2 |
| Mar 18, 2026 |
| Federated OOD detection and generalization | 3 | 1 | Feb 18, 2026 |
|---|
| Vanishing Point Correction | 3 | 1 | Feb 20, 2026 |
|---|
| Poisoning Attack on RAG | 3 | 2 | May 28, 2026 |
|---|
| Context-window selection | 3 | 1 | Mar 27, 2026 |
|---|
| Offline Class-Incremental Learning | 3 | 1 | Feb 18, 2026 |
|---|
| LLM-as-a-Judge Evaluation Consistency | 3 | 1 | Feb 18, 2026 |
|---|
| Coarse-level Multimodal Misinformation Detection | 3 | 1 | Mar 27, 2026 |
|---|
| Offline Task-Incremental Learning | 3 | 1 | Feb 18, 2026 |
|---|
| Offline Class-Incremental Continual Learning | 3 | 1 | Feb 18, 2026 |
|---|
| Offline Task-Incremental Continual Learning | 3 | 1 | Feb 18, 2026 |
|---|
| Instruction-Guided Video Editing | 3 | 4 | Jun 5, 2026 |
|---|
| Primitive Fitting | 3 | 2 | Mar 20, 2026 |
|---|
| Face Avatar Reconstruction | 3 | 1 | Mar 27, 2026 |
|---|
| Remote Sensing Image Restoration | 3 | 3 | Apr 28, 2026 |
|---|
| Outfit Compatibility Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Multimodal Event Forecasting | 3 | 1 | Mar 27, 2026 |
|---|