Model: HugoHE/m-hood
Author: HugoHE
Pipeline: object-detection
Library: ultralytics
Tags: ultralytics, object-detection, computer-vision, yolov10, faster-rcnn, pytorch, autonomous-driving, hallucination-mitigation, out-of-distribution, ood-detection, proximal-ood, benchmark-analysis, bdd100k, pascal-voc, dataset:bdd100k, dataset:pascal-voc, dataset:openimages, arxiv:2503.07330, license:mit, model-index, region:us
Card metadata: license: mit
library_name: ultralytics
tags: object-detection, computer-vision, yolov10, faster-rcnn, pytorch, autonomous-driving, hallucination-mitigation, out-of-distribution, ood-detection, proximal-ood, benchmark-analysis, bdd100k, pascal-voc
pipeline_tag: object-detection
datasets: bdd100k, pascal-voc, openimages
model-index: name: m-hood-yolov10-bdd-finetuned
results: task: type: object-detection
dataset: type: bdd100k
name: BDD 100K
metrics: type: mAP@50-95
value: 0.34
verified: no, type: hallucination_reduction_near_ood
name: Hallucination Reduction (Near-OoD)
value: 79.5%
verified: no, name: m-hood-faster-rcnn-bdd-finetuned
results: task: type: object-detection
dataset: type: bdd100k
name: BDD 100K
metrics: type: mAP@50
value: 0.252
verified: no, type: hallucination_reduction_near_ood
name: Hallucination Reduction (Near-OoD)
value: 84.8%
verified: no
Likes: 1 | All-time downloads: 1048
Created: 2025-06-30 11:10:58