Model Profile
Qwen-VL-Chat
Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.
Identity
ID: Qwen/Qwen-VL-Chat
Author: Qwen
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 12
Avg confidence: 16.1%
Evidence points: 60
Raw rows: 65
Weighted rows: 5
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 119,149
Intelligence Profile
Scoring in progressDimension scores will appear once benchmark scoring is complete for IQ, EQ, Accuracy, Creativity, and Based dimensions.
Benchmark Signals
Click through to the benchmark source behind this model profile.
OpenVLM TextVQA Official
textvqa_score_pct
Normalized value 65.6% · confidence 100.0%
Strongest impact in Socratic tutor
openvlm_textvqa_official.textvqa_score_pct · Apr 1, 2026
OpenVLM OCRVQA Education & Teaching Official
ocrvqa_education_teaching_score_pct
Normalized value 63.7% · confidence 100.0%
Strongest impact in Socratic tutor
openvlm_ocrvqa_education_teaching_official.ocrvqa_education_teaching_score_pct · Apr 1, 2026
OpenVLM OCRBench Official
ocrbench_score_pct
Normalized value 51.1% · confidence 100.0%
Strongest impact in Socratic tutor
openvlm_ocrbench_official.ocrbench_score_pct · Apr 1, 2026
OpenVLM ChartQA Human Official
chartqa_human_score_pct
Normalized value 41.9% · confidence 100.0%
Strongest impact in Socratic tutor
openvlm_chartqa_human_official.chartqa_human_score_pct · Apr 1, 2026
OpenVLM MTVQA Official
mtvqa_score_pct
Normalized value 31.4% · confidence 100.0%
Strongest impact in Socratic tutor
openvlm_mtvqa_official.mtvqa_score_pct · Apr 1, 2026
Some fit rows have limited benchmark evidence.
12 of 12 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
18
Total Measurements
65
Weighted Measurements
5
Weighted Sources
5
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Socratic tutor use_case.edu.socratic_tutor | 10.8% |
| Lesson plan generator use_case.edu.lesson_plan_generator | 10.8% |
| Grading and feedback assistant use_case.edu.grading_feedback_assist | 10.2% |
| Grammar and writing coach use_case.lang.grammar_coach | 9.8% |
| Exercise generator use_case.edu.exercise_generator | 9.7% |
| Language conversation partner use_case.lang.conversation_partner | 9.0% |
| Brand voice localization use_case.mkt.brand_voice_localization | 8.0% |
| Job description drafting use_case.hr.job_description_drafting | 7.9% |
| Tail spend categorization use_case.proc.tail_spend_categorization | 7.5% |
| Archaic and historical translation use_case.history.archaic_translation | 7.1% |
| Document expansion use_case.business.doc_expansion | 6.0% |
| Business email drafting use_case.business.email_drafting | 5.8% |