Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/LLaVA-OneVision-7B

LLaVA-OneVision-7B

Reported on 14 benchmarks across 4 tasks · 1 paper · 9 SOTA

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

Natural Language Processing13 results

Visual Question Answering (VQA)onVLM2-Bench
Average Score on VLM2-bench (9 subtasks)· 2024-08-06
39.35
best: 60.36 (GPT-4o)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
GC-mat· 2024-08-06
16.6
best: 37.45 (GPT-4o)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
OC-cnt· 2024-08-06
56.17
best: 80.62 (GPT-4o)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
OC-cpr· 2024-08-06
47.22
best: 74.17 (GPT-4o)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
OC-grp· 2024-08-06
27.5
best: 57.5 (GPT-4o)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
PC-VID· 2024-08-06
47.25
best: 66.75 (GPT-4o)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
PC-cnt· 2024-08-06
46.67
best: 90.5 (GPT-4o)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
PC-cpr· 2024-08-06
62
best: 80 (Qwen2.5-VL-7B)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
PC-grp· 2024-08-06
37
best: 69 (Qwen2.5-VL-7B)
SOTA
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Question AnsweringonVNBench
Accuracy· 2024-08-06
51.8
best: 77.88 (BIMBA-LLaVA-Qwen2-7B)
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onVLM2-Bench
GC-trk· 2024-08-06
13.7
best: 43.38 (Qwen2.5-VL-7B)
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question Answering (VQA)onMM-Vet
GPT-4 score· 2024-08-06
57.5
best: 74.24 (MMCTAgent (GPT-4 + GPT-4V))
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326
Visual Question AnsweringonMM-Vet
GPT-4 score· 2024-08-06
57.5
best: 74.24 (MMCTAgent (GPT-4 + GPT-4V))
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326

Reasoning1 result

Video Question AnsweringonVNBench
Accuracy· 2024-08-06
51.8
best: 77.88 (BIMBA-LLaVA-Qwen2-7B)
LLaVA-OneVision: Easy Visual Task Transfer arXiv:2408.03326