Other · model
Ling 3.0 Flash VL benchmark scores
As of 2026-10-07, Ling 3.0 Flash VL (Other) has measured scores on 9 benchmarks and estimated scores on 77 more.
| Benchmark | Score | Source |
|---|---|---|
| AA-GPQA Diamond | 86.2% | measured |
| AA-HLE | 22.0% | measured |
| AA-SciCode | 44.2% | measured |
| Artificial Analysis Intelligence Index | 24.6% | measured |
| CritPt | 2.0% | measured |
| GDPval-AA | 33.2% | measured |
| GPQA Diamond | 82.5% | estimated ± 2.2 pp, high confidence |
| HLE | 30.9% | estimated ± 9.5 pp, medium confidence |
| AA-LCR | 78.3% | measured |
| LiveCodeBench v6 | 86.1% | estimated ± 3.3 pp, high confidence |
| AA-Omniscience Accuracy | 14.4% | measured |
| SciCode | 44.1% | estimated ± 3.2 pp, high confidence |
| BrowseComp | 75.3% | estimated ± 10.1 pp, low confidence |
| HLE w/ tools | 48.6% | estimated ± 6.1 pp, medium confidence |
| LongBench v2 | 61.5% | estimated ± 5.9 pp, medium confidence |
| AA Coding Index | 48.7% | estimated ± 6.4 pp, medium confidence |
| AA-MMMU-Pro | 79.0% | measured |
| APEX-Agents | 29.3% | estimated ± 10.0 pp, low confidence |
| APEX-Agents-AA | 26.2% | estimated ± 9.1 pp, medium confidence |
| BioMysteryBench (human-difficult) | 21.4% | estimated ± 5.9 pp, low confidence |
| DeepSearchQA | 88.4% | estimated ± 8.4 pp, medium confidence |
| SWE-bench Verified | 72.4% | estimated ± 6.6 pp, medium confidence |
| AutomationBench | 28.4% | estimated ± 9.7 pp, low confidence |
| BFCL v4 | 75.6% | estimated ± 2.6 pp, medium confidence |
| CyberGym | 63.7% | estimated ± 6.2 pp, medium confidence |
| JobBench | 31.1% | estimated ± 8.6 pp, medium confidence |
| SWE-bench Pro | 50.2% | estimated ± 6.8 pp, medium confidence |
| WideResearch | 84.4% | estimated ± 9.1 pp, low confidence |
| AA Agentic Index | 27.6% | estimated ± 2.8 pp, high confidence |
| MMLU-Pro | 82.1% | estimated ± 3.5 pp, high confidence |
| GPQA | 88.3% | estimated ± 3.2 pp, high confidence |
| Gert Labs | 56.7% | estimated ± 8.9 pp, medium confidence |
| AA-AnalystAgent | 24.3% | estimated ± 12.0 pp, low confidence |
| AA EnterpriseOps-Gym | 36.1% | estimated ± 6.7 pp, low confidence |
| ARC-AGI-1 | 72.9% | estimated ± 5.4 pp, medium confidence |
| ARC-AGI-2 | 32.4% | estimated ± 14.2 pp, low confidence |
| CursorBench 3.1 | 29.7% | estimated ± 3.4 pp, low confidence |
| CursorBench 3.2 | 44.4% | estimated ± 5.3 pp, low confidence |
| FrontierCode 1.1 Main | 0.1% | estimated ± 6.6 pp, low confidence |
| FrontierSWE v2 | 0.0% | estimated ± 14.6 pp, low confidence |
| OfficeQA Pro | 51.4% | estimated ± 7.2 pp, medium confidence |
| OSWorld-Verified | 73.0% | estimated ± 8.7 pp, low confidence |
| Vals GPQA Diamond | 82.1% | estimated ± 7.4 pp, medium confidence |
| Vals MMLU-Pro | 82.1% | estimated ± 2.2 pp, medium confidence |
| Vals SWE-bench | 71.9% | estimated ± 7.6 pp, low confidence |
| AA AutomationBench | 8.6% | estimated ± 7.0 pp, medium confidence |
| GDP.pdf | 9.4% | estimated ± 5.4 pp, medium confidence |
| AA Tau3 Banking | 22.0% | estimated ± 5.8 pp, medium confidence |
| CursorBench 4.0 | 16.9% | estimated ± 3.5 pp, medium confidence |
| CWE-bench v1 | 42.9% | estimated ± 6.9 pp, medium confidence |
| HLE w/o tools | 19.0% | estimated ± 5.7 pp, medium confidence |
| PostTrainBench v1.1 | 24.2% | estimated ± 7.2 pp, low confidence |
| Toolathlon-Verified | 58.1% | estimated ± 2.4 pp, high confidence |
| CharXiv | 85.6% | estimated ± 7.5 pp, low confidence |
| CharXiv w/o tools | 82.1% | estimated ± 2.4 pp, high confidence |
| C-Eval | 92.8% | estimated ± 1.0 pp, medium confidence |
| MathVision | 89.7% | estimated ± 4.9 pp, high confidence |
| MCP Atlas | 70.3% | estimated ± 11.1 pp, low confidence |
| MMLU-Redux | 90.7% | estimated ± 1.1 pp, medium confidence |
| MMMU-Pro | 78.8% | estimated ± 4.4 pp, medium confidence |
| NL2Repo | 40.5% | estimated ± 6.5 pp, medium confidence |
| QwenClawBench | 89.8% | estimated ± 6.0 pp, low confidence |
| ScreenSpot Pro | 78.0% | estimated ± 10.7 pp, low confidence |
| SuperGPQA | 55.2% | estimated ± 7.5 pp, medium confidence |
| Toolathlon | 55.7% | estimated ± 6.3 pp, medium confidence |
| ERQA | 68.1% | estimated ± 3.9 pp, high confidence |
| HealthBench Hard | 17.0% | estimated ± 7.7 pp, low confidence |
| MedXpertQA (MM) | 76.5% | estimated ± 6.5 pp, low confidence |
| MMLU-Pro (Arcee) | 84.6% | estimated ± 4.0 pp, medium confidence |
| React Native Evals | 74.2% | estimated ± 4.7 pp, medium confidence |
| ResearchClawBench | 17.7% | estimated ± 2.2 pp, medium confidence |
| ARC-AGI-3 | 1.7% | estimated ± 3.4 pp, medium confidence |
| BioMysteryBench (human-solvable) | 81.7% | estimated ± 0.6 pp, low confidence |
| DRACO | 75.2% | estimated ± 3.0 pp, medium confidence |
| HealthBench (raw) | 30.3% | estimated ± 6.4 pp, low confidence |
| HealthBench (length-adjusted) | 53.9% | estimated ± 3.7 pp, low confidence |
| HealthBench Professional | 57.7% | estimated ± 4.8 pp, low confidence |
| HealthBench Professional (raw) | 42.2% | estimated ± 5.0 pp, low confidence |
| HLE-Verified | 15.3% | estimated ± 2.0 pp, low confidence |
| LABBench2 | 71.3% | estimated ± 1.8 pp, low confidence |
| MMMU | 86.4% | estimated ± 0.9 pp, medium confidence |
| OpenHarmony Bench | 51.0% | estimated ± 2.4 pp, medium confidence |
| MMLU | 81.3% | estimated ± 1.1 pp, medium confidence |
| MMMU-Pro w/ Python | 81.1% | estimated ± 1.6 pp, high confidence |
| RealWorldQA | 87.1% | estimated ± 1.2 pp, medium confidence |
| OmniDocBench 1.5 | 92.0% | estimated ± 6.4 pp, low confidence |