SMoLA-PaLI-X Generalist

Reported on 2 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing2 results

Visual Question Answering (VQA)onDocVQA test
ANLS· uses extra data· 2023-12-01
0.906
best: 0.9436 (Human)
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts arXiv:2312.00968
Visual Question Answering (VQA)onInfographicVQA
ANLS· uses extra data· 2023-12-01
65.6
best: 80.3 (Gemini Ultra (pixel only))
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts arXiv:2312.00968