| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Bridging Vision and Language Concepts through Optimal Transport Semantic Flow | ✓ Link | 89.92 | OTF-CBM | 2026-06-25 |
| Rounded or Streamlined Head? Bridging Concept Bottleneck Models and Attribute-Described Object Parts | 80.7 | OA-CBM | 2026-06-03 | |
| Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning | ✓ Link | 80.02 | Sparse-CBM | 2024-04-04 |
| Caption Bottleneck Models | ✓ Link | 76.92 | CaBM | 2026-07-01 |
| Show and Tell: Visually Explainable Deep Neural Nets via Spatially-Aware Concept Bottleneck Models | 76.21 | SALF-CBM (non-sparse) | 2025-02-27 |