Model: remyxai/SpaceQwen2.5-VL-3B-Instruct
Author: remyxai
Pipeline: image-text-to-text
Library: transformers
Tags: transformers, safetensors, gguf, qwen2_5_vl, image-to-text, remyx, vqasynth, spatial-reasoning, multimodal, vlm, vision-language, robotics, distance-estimation, embodied-ai, quantitative-spatial-reasoning, image-text-to-text, conversational, en, dataset:remyxai/OpenSpaces, arxiv:2506.03135, arxiv:2506.07966, arxiv:2506.14512, arxiv:2506.21458, arxiv:2401.12168, arxiv:2505.17012, base_model:Qwen/Qwen2.5-VL-3B-Instruct, base_model:quantized:Qwen/Qwen2.5-VL-3B-Instruct, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (quantized): id: Qwen/Qwen2.5-VL-3B-Instruct
Card metadata: base_model: Qwen/Qwen2.5-VL-3B-Instruct
datasets: remyxai/OpenSpaces
language: en
library_name: transformers
license_name: qwen-research
license_link: https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct/blob/main/LICENSE
pipeline_tag: image-text-to-text
tags: remyx, vqasynth, spatial-reasoning, multimodal, vlm, vision-language, robotics, distance-estimation, embodied-ai, quantitative-spatial-reasoning
new_version: remyxai/SpaceThinker-Qwen2.5VL-3B
model-index: name: SpaceQwen2.5-VL-3B-Instruct
results: task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: 3DSRBench
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.515
verified: no
results_by_subcategory: name: 3D Positional Relation / Orientation
success_rate: 0.4706, name: Object Localization / 3D Localization
success_rate: 0.5629, name: Object Properties / Size
success_rate: 0.5116, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: BLINK
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.5
verified: no
results_by_subcategory: name: 3D Positional Relation / Orientation
success_rate: 0.6503, name: Counting / Object Counting
success_rate: 0.6083, name: Depth and Distance / Relative
success_rate: 0.5161, name: Object Localization / 2D Localization
success_rate: 0.4426, name: Point and Object Tracking / Point Correspondence
success_rate: 0.2849, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: MMIU
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.3045
verified: no
results_by_subcategory: name: Camera and Image Transformation / 2D Transformation
success_rate: 0.245, name: Camera and Image Transformation / 3D Camera Pose
success_rate: 0.215, name: Camera and Image Transformation / Camera Motion
success_rate: 0.4436, name: Depth and Distance / Absolute
success_rate: 0.265, name: Object Localization / 3D Localization
success_rate: 0.48, name: Point and Object Tracking / 3D Tracking
success_rate: 0.24, name: Point and Object Tracking / Point Correspondence
success_rate: 0.28, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: MMVP
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.5767
verified: no
results_by_subcategory: name: Others / Miscellaneous
success_rate: 0.5767, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: QSpatialBench-Plus
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.3663
verified: no
results_by_subcategory: name: Depth and Distance / Absolute
success_rate: 0.3663, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: QSpatialBench-ScanNet
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.33
verified: no
results_by_subcategory: name: Depth and Distance / Absolute
success_rate: 0.216, name: Object Properties / Size
success_rate: 0.4444, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: RealWorldQA
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.4392
verified: no
results_by_subcategory: name: Others / Miscellaneous
success_rate: 0.4392, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: SpatialSense
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.6554
verified: no
results_by_subcategory: name: 3D Positional Relation / Orientation
success_rate: 0.6554, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: VGBench
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.2615
verified: no
results_by_subcategory: name: Camera and Image Transformation / 2D Transformation
success_rate: 0.2277, name: Camera and Image Transformation / 3D Camera Pose
success_rate: 0.2438, name: Depth and Distance / Absolute
success_rate: 0.2696, name: Depth and Distance / Relative
success_rate: 0.1945, name: Object Localization / 3D Localization
success_rate: 0.3733, name: Point and Object Tracking / 3D Tracking
success_rate: 0.2655, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: VSI-Bench_8
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.2322
verified: no
results_by_subcategory: name: 3D Positional Relation / Orientation
success_rate: 0.3843, name: Counting / Object Counting
success_rate: 0.1715, name: Depth and Distance / Absolute
success_rate: 0.0299, name: Depth and Distance / Relative
success_rate: 0.3521, name: Object Properties / Size
success_rate: 0.2323, name: Others / Miscellaneous
success_rate: 0.2525, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: VSR-ZeroShot
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.7373
verified: no
results_by_subcategory: name: 3D Positional Relation / Orientation
success_rate: 0.7373, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: cvbench
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.5179
verified: no
results_by_subcategory: name: Counting / Object Counting
success_rate: 0.6168, name: Depth and Distance / Relative
success_rate: 0.4925, name: Object Localization / 3D Localization
success_rate: 0.4446, task: type: visual-question-answering
name: Spatial Reasoning
dataset: name: spatialbench
type: benchmark
metrics: type: success_rate
name: Overall Success Rate
value: 0.4879
verified: no
results_by_subcategory: name: 3D Positional Relation / Orientation
success_rate: 0.5294, name: Counting / Object Counting
success_rate: 0.7, name: Object Properties / Existence
success_rate: 0.45, name: Object Properties / Reachability
success_rate: 0.5, name: Object Properties / Size
success_rate: 0.25
Likes: 17 | All-time downloads: 148682
Created: 2025-01-29 18:20:00