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VECTOR WIREAI INTELLIGENCE
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MMMB 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 DATA15 MODELS ON THIS BOARDLEADER QWEN3.5 4B AT 83.4

The board — MMMBTOP 15 OF 15 MEASURED · BEST SCORE PER MODEL, DEFAULT VARIANT

#ModelVendorScoreVLast seen
01Qwen3.5 4BAlibaba83.42026-09-25
02LFM2.5-VL-3BLiquid AI832026-08-14
03LFM2-VL-3BLiquid AI81.92026-08-22
04InternVL3_5-4BOpenGVLab81.52026-09-25
05Gemma 4 E4BGoogle80.52026-09-25
06InternVL3_5-2BOpenGVLab76.42026-09-25
07Qwen3.5 2BAlibaba75.92026-09-25
08Gemma 4 E2BGoogle75.72026-09-19
09Ministral 3 3BMistral73.42026-09-03
10North-Micro-Vision-InstructCohere72.82026-08-31
11Qwen3 VL 2B InstructAlibaba72.32026-09-03
12LFM2.5-VL-1.6BLiquid AI71.72026-09-03
13Phi 3.5 Vision InstructMicrosoft68.62026-09-03
14LFM2.5-VL-450M-ExtractLiquid AI68.12026-08-09
15LFM2-VL-450MLiquid AI54.32026-08-09
◆ 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
MMMB (avg)LFM2.5-VL-1.6B77.03
THE FAMILY BOARD · EVERY PRINT LABELED · EVERY SCORE SOURCE-ATTRIBUTED ON ITS OWN LIVE BOARDAll leaderboardsThe frontier boardModels by vendor