Multimodal Search on IMEB
55.3AccuracyKimi-K2.5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Kimi-K2.5Evaluation Mode=Agentic Workflow2026.05 | 55.3 | 8.8 | |
| HyperEyes-235BTraining Stage=RL, Evaluation Mode=Agentic Workflow2026.05 | 52.7 | 3 | |
| Gemini-3.1-ProEvaluation Mode=Agentic Workflow2026.05 | 51.3 | 2.1 | |
| HyperEyes-235BTraining Stage=SFT, Evaluation Mode=Agentic Workflow2026.05 | 50 | 3.3 | |
| HyperEyes-30BTraining Stage=RL, Evaluation Mode=Agentic Workflow2026.05 | 46.7 | 3.1 | |
| HyperEyes-30BTraining Stage=SFT, Evaluation Mode=Agentic Workflow2026.05 | 42 | 3.8 | |
| Claude-Opus-4.6Evaluation Mode=Agentic Workflow2026.05 | 41.7 | 3.4 | |
| Gemini-3.1-ProEvaluation Mode=Direct Answer2026.05 | 40.8 | — | |
| Qwen3-VL-235BEvaluation Mode=Agentic Workflow2026.05 | 30 | 4.8 | |
| Kimi-K2.5Evaluation Mode=Direct Answer2026.05 | 27.7 | — | |
| Claude-Opus-4.6Evaluation Mode=Direct Answer2026.05 | 27 | — | |
| VDREvaluation Mode=Multimodal Deep Search Agents2026.05 | 21.2 | 12.3 | |
| DeepEyes-V2Evaluation Mode=Multimodal Deep Search Agents2026.05 | 18 | 4.7 | |
| Qwen3-VL-30BEvaluation Mode=Agentic Workflow2026.05 | 17.7 | 4.3 | |
| WebWatcherEvaluation Mode=Multimodal Deep Search Agents2026.05 | 15.3 | 7.8 | |
| Qwen3-VL-235BEvaluation Mode=Direct Answer2026.05 | 12 | — | |
| Qwen3-VL-30BEvaluation Mode=Direct Answer2026.05 | 6.7 | — | |
| MMSearch-R1Evaluation Mode=Multimodal Deep Search Agents2026.05 | 3.3 | 1.9 |