Ling 3.0 Flash VL

1 source, 1 independent of the vendor: centre 12; fewer than 3 sources or none independent, so shown as a band.

• Artificial Analysis · third party
• charxiv rq: 81.3 · vendor · not used: only 0 reference models
• claweval mm: 59.9 · vendor · not used: no reference models for this benchmark
• mathvision: 84.87 · vendor · not used: no reference models for this benchmark
• mmmu pro: 79 · vendor · not used: no reference runs on the same harness
• mmsearch: 79 · vendor · not used: no reference models for this benchmark
• omnidocbench 1 5: 91.35 · vendor · not used: no reference models for this benchmark
• webvoyager: 90.83 · vendor · not used: no reference models for this benchmark

how FTI is computed