Loading the SOTA2 catalog…
SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Human-Object Interaction Detection | V-COCO | 53 | May 7, 2026 | ||
| 2D-3D Registration | RGB-D Scenes v2 | 53 | May 11, 2026 | ||
| Image Generation | AFHQ 64x64 v2 | 53 | Apr 27, 2026 | ||
| Language Modeling | LLM Evaluation Suite | 53 | Mar 25, 2026 | ||
| Low-Light Image Enhancement | LOL | 53 | May 13, 2026 | ||
| CATE Estimation |
| IHDP 100 train test splits (out-sample) |
| 53 |
| Mar 13, 2026 |
| Mathematical Reasoning | AIME 2024 | 53 | Jun 19, 2026 |
|---|
| Class-Incremental Learning | CIFAR-10 Seq | 53 | Apr 23, 2026 |
|---|
| Text-to-Image Generation | DPGBench | 53 | Jul 9, 2026 |
|---|
| General LLM Evaluation | MATH-500, MMLU-Redux, and SimpleQA (Averaged) | 53 | Mar 6, 2026 |
|---|
| Embodied Reasoning and Question Answering | ERQA | 53 | Jul 7, 2026 |
|---|
| Offline Reinforcement Learning | 1T10S HalfCheetah Medium | 53 | Mar 4, 2026 |
|---|
| Machine Unlearning | TOFU forget05 1.0 | 53 | May 14, 2026 |
|---|
| Machine Unlearning | TOFU 1.0 (forget01) | 53 | Jun 29, 2026 |
|---|
| Mathematics | AMC | 53 | Mar 4, 2026 |
|---|
| Multi-modal Understanding | LLaVA Multi-modal Evaluation Suite (GQA, MMB, MME, POPE, SQA, VQAv2, TextVQA, MMMU, SEED-I) v1.6 (test) | 53 | Mar 4, 2026 |
|---|
| Video Understanding | MSVD | 53 | Jun 24, 2026 |
|---|
| Multimodal Classification | CREMA-D | 53 | Jun 16, 2026 |
|---|
| Face Anti-Spoofing | OULU-NPU O (test) | 53 | Jul 3, 2026 |
|---|
| Image Classification | CHMNIST | 53 | Jun 24, 2026 |
|---|
| Mathematical Reasoning | MathInstruct Scenario 1 | 53 | Feb 26, 2026 |
|---|
| Image Classification | Mini-ImageNet | 53 | Jul 1, 2026 |
|---|
| Voice Cloning | SEED-TTS EN (test) | 53 | Jun 9, 2026 |
|---|
| Audio Deepfake Detection | ASVspoof LA 2021 | 53 | Jun 23, 2026 |
|---|
| Audio Understanding | MMAU v05.15.25 (test) | 53 | Mar 11, 2026 |
|---|