| Domino: Discovering Systematic Errors with Cross-Modal Embeddings | Mar 24, 2022 | Representation LearningSlice Discovery | CodeCode Available | 2 |
| LADDER: Language Driven Slice Discovery and Error Rectification | Jul 31, 2024 | AttributeClustering | CodeCode Available | 1 |
| Where Does My Model Underperform? A Human Evaluation of Slice Discovery Algorithms | Jun 13, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis | May 6, 2025 | Autonomous Drivingobject-detection | —Unverified | 0 |
| Error Slice Discovery via Manifold Compactness | Jan 31, 2025 | Slice Discovery | —Unverified | 0 |
| DebugAgent: Efficient and Interpretable Error Slice Discovery for Comprehensive Model Debugging | Jan 28, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Slicing Through Bias: Explaining Performance Gaps in Medical Image Analysis using Slice Discovery Methods | Jun 17, 2024 | FairnessMedical Image Analysis | CodeCode Available | 0 |
| LLM as Dataset Analyst: Subpopulation Structure Discovery with Large Language Model | May 3, 2024 | Image CaptioningInstruction Following | CodeCode Available | 0 |
| Error Discovery by Clustering Influence Embeddings | Dec 7, 2023 | ClusteringSlice Discovery | —Unverified | 0 |
| VLSlice: Interactive Vision-and-Language Slice Discovery | Sep 13, 2023 | Slice Discovery | CodeCode Available | 0 |
