Model: nkkbr/ViCA
Author: nkkbr
Pipeline: video-text-to-text
Library: transformers
Tags: transformers, safetensors, llava, text-generation, multimodal, vision-language, video understanding, spatial reasoning, visuospatial cognition, qwen, llava-video, video-text-to-text, en, dataset:nkkbr/ViCA-322K, dataset:nkkbr/ViCA-thinking-2.68k, arxiv:2505.12312, arxiv:2505.12363, base_model:lmms-lab/LLaVA-Video-7B-Qwen2, base_model:finetune:lmms-lab/LLaVA-Video-7B-Qwen2, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: lmms-lab/LLaVA-Video-7B-Qwen2
Card metadata: license: apache-2.0
tags: multimodal, vision-language, video understanding, spatial reasoning, visuospatial cognition, llava, qwen, llava-video
datasets: nkkbr/ViCA-322K, nkkbr/ViCA-thinking-2.68k
language: en
library_name: transformers
pipeline_tag: video-text-to-text
model_name: ViCA-7B
base_model: lmms-lab/LLaVA-Video-7B-Qwen2
model-index: name: ViCA-7B
results: task: type: visual-question-answering
dataset: name: VSI-Bench
type: vsi-bench
metrics: type: score
value: 60.56
name: Average
verified: no, type: MRA
value: 68.81
name: Object Count
verified: no, type: MRA
value: 57.01
name: Absolute Distance
verified: no, type: MRA
value: 79.17
name: Object Size
verified: no, type: MRA
value: 75.14
name: Room Size
verified: no, type: accuracy
value: 58.45
name: Relative Distance
verified: no, type: accuracy
value: 42.56
name: Relative Direction
verified: no, type: accuracy
value: 34.54
name: Route Plan
verified: no, type: accuracy
value: 68.77
name: Appearance Order
verified: no
Likes: 0 | All-time downloads: 196
Created: 2025-04-21 00:25:22