Multimodal Evaluation Suite

Multimodal Evaluation Suite Average

21

Multimodal Evaluation Suite (GQA, MMBench, MMBench-CN, MME, POPE, SEED-Bench, TextVQA, VizWiz, OCRBench)

21

Multimodal Evaluation Suite (Tiny-ImageNet, CIFAR-100, FMNIST, Caltech-256, AG News, MMLU, VQA, CommonGen) (test)

18

Multimodal Evaluation Suite MMB, MME, SQA, VQA^T, MMB^C, MMVet, MMstar, AI2D

17

Multimodal Evaluation Suite GQA, MMBench, MMBench-CN, MME, POPE, ScienceQA, TextVQA (various)

16

Multimodal Evaluation Suite (MME, TextVQA, DocVQA, AI2D, MMMU, MMBench)

13

Multimodal Evaluation Suite (MMVet, MMBench_EN, SEED-Bench, LLaVABench, POPE, MME-P, MMVP, MMStar) (Random Sampling Splits of CC12M)

13

Multimodal Evaluation Suite (VQAv2, GQA, SQAImg, VQAText, POPE, MME, MMBEN, MMBCN, MMVet)

10

Multimodal Evaluation Suite Table 4

9

Multimodal Evaluation Suite GQA, SQA-I, VQA-T, MME, VQAv2, MMB

7

Multimodal Evaluation Suite Composite

5