OpenCodePapers
cross-domain-few-shot-object-detection-on-3
Object Detection
Few-Shot Object Detection
Cross-Domain Few-Shot Object Detection
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Show papers without code
Paper
Code
mAP
↕
ModelName
ReleaseDate
↕
Enhance Then Search: An Augmentation-Search Strategy with Foundation Models for Cross-Domain Few-Shot Object Detection
✓ Link
44.1
ETS
2025-04-06
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion
✓ Link
35.5
CDFormer(w/FT)
2025-05-02
No time to train! Training-Free Reference-Based Instance Segmentation
✓ Link
29.6
Training-free(w/o FT)
2025-07-03
CDFormer: Cross-Domain Few-Shot Object Detection Transformer Against Feature Confusion
✓ Link
25.7
CDFormer(w/o FT)
2025-05-02
Cross-Domain Few-Shot Object Detection via Enhanced Open-Set Object Detector
✓ Link
22.3
CD-ViTO
2024-02-05
Detect Everything with Few Examples
✓ Link
21.3
DE-ViT-FT
2023-09-22
Detecting Twenty-thousand Classes using Image-level Supervision
✓ Link
17.9
Detic-FT
2022-01-07
Exploring Plain Vision Transformer Backbones for Object Detection
✓ Link
6.5
ViTDeT-FT
2022-03-30
Detect Everything with Few Examples
✓ Link
2.1
DE-ViT(w/o FT)
2023-09-22
Detecting Twenty-thousand Classes using Image-level Supervision
✓ Link
0.9
Detic(w/o FT)
2022-01-07