Model: daniel3303/QwenStoryteller2
Author: daniel3303
Pipeline: image-to-text
Library: transformers
Tags: transformers, safetensors, qwen2_5_vl, image-to-text, vision-language-model, visual-storytelling, chain-of-thought, grounded-text-generation, cross-frame-consistency, storytelling, contrastive-learning, reinforcement-learning, entity-reidentification, en, dataset:daniel3303/StoryReasoningAdversarialDPO, dataset:daniel3303/StoryReasoning, arxiv:2505.10292, base_model:daniel3303/QwenStoryteller, base_model:finetune:daniel3303/QwenStoryteller, license:apache-2.0, model-index, text-generation-inference, endpoints_compatible, region:us
Base models (finetune): id: daniel3303/QwenStoryteller
Card metadata: language: en
license: apache-2.0
tags: vision-language-model, visual-storytelling, chain-of-thought, grounded-text-generation, cross-frame-consistency, storytelling, image-to-text, contrastive-learning, reinforcement-learning, entity-reidentification
datasets: daniel3303/StoryReasoningAdversarialDPO, daniel3303/StoryReasoning
metrics: precision, recall, bleu, meteor, rouge, map
base_model: daniel3303/QwenStoryteller
pipeline_tag: image-to-text
model-index: name: QwenStoryteller2
results: task: type: visual-storytelling
name: Visual Storytelling
dataset: name: StoryReasoningAdversarialDPO
type: daniel3303/StoryReasoningAdversarialDPO
split: test
metrics: name: Character Precision
type: precision
value: 0.78
verified: no, name: Object Precision
type: precision
value: 0.29
verified: no, name: Total Precision
type: precision
value: 0.45
verified: no, name: mAP
type: mean_average_precision
value: 0.31
verified: no, name: Character Recall
type: recall
value: 0.77
verified: no, name: Object Recall
type: recall
value: 0.28
verified: no, name: Total Recall
type: recall
value: 0.48
verified: no, name: F1 Score
type: f1
value: 0.41
verified: no, name: METEOR
type: meteor
value: 0.17
verified: no, name: ROUGE-L
type: rouge-l
value: 0.18
verified: no, name: BLEU-4
type: bleu-4
value: 0.057
verified: no, name: Character Persistence (≥5 frames)
type: accuracy
value: 0.493
verified: no, name: Object Persistence (≥5 frames)
type: accuracy
value: 0.213
verified: no, name: Well-structured Stories
type: accuracy
value: 0.975
verified: no
library_name: transformers
Likes: 2 | All-time downloads: 248
Created: 2025-07-01 20:02:49