Which model leads Multilingual MMBench?

LFM2.5-VL-3B leads the Multilingual MMBench board of 8 measured models on the Vector Wire tracker at 79.5. Every score is source-attributed with a verification tier.

Multilingual MMBench leaderboard — the family board.

2 TRACKED VARIANTS · 1 FIRST-CLASS BOARD

One family, 2 tracked prints. Scoring configs and splits of the base board render as sections of this page, each under its own honest label.

● LIVE DATA8 MODELS ON THIS BOARDLEADER LFM2.5-VL-3B AT 79.5

The board — Multilingual MMBenchTOP 8 OF 8 MEASURED · BEST SCORE PER MODEL, DEFAULT VARIANT

#ModelVendorScoreVLast seen

01LFM2.5-VL-3BLiquid AI79.52026-08-12

02Qwen3.5 4BAlibaba772026-09-10

03InternVL3_5-4BOpenGVLab76.62026-09-10

04LFM2-VL-3BLiquid AI76.32026-08-22

05Gemma 4 E4BGoogle71.22026-09-10

06InternVL3_5-2BOpenGVLab70.92026-09-10

07Qwen3.5 2BAlibaba69.92026-09-10

08Gemma 4 E2BGoogle62.82026-09-10

◆ IV — INDEPENDENTLY VERIFIED · ◆ AA — AGGREGATOR · ◆ VA — VENDOR · ◇ SA — SOURCE-ATTRIBUTED

Variants of this boardSCORING CONFIGS & SPLITS — NOT CITED STANDALONE, SO THEY LIVE HERE

Other tracked prints

THIN BOARDSunder 5 published models each — listed, never hidden

PrintLeaderScoreModels

Multilingual MMBench (avg)LFM2.5-VL-1.6B65.93

THE FAMILY BOARD · EVERY PRINT LABELED · EVERY SCORE SOURCE-ATTRIBUTED ON ITS OWN LIVE BOARDAll leaderboards The frontier board Models by vendor