Classification on LC25000 lung cancer (test)
100AccuracyDL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DLStudy=Shahadat et al. (2024)2026.03 | 100 | 100 | 100 | 100 | 100 | |
| DeepHistoViTStudy=Proposed2026.03 | 100 | 100 | 100 | 100 | 100 | |
| Multi-CNNStudy=Attallah et al. (2025)2026.03 | 99.78 | 99.78 | 99.78 | 99.78 | — | |
| ML3CNetStudy=Kumar et al. (2024)2026.03 | 99.72 | 99.64 | 99.66 | 99.65 | 99.78 | |
| ACE-LoRASetting=Zero-shot2026.03 | 84.03 | — | — | — | — | |
| QuiltNetSetting=Zero-shot2026.03 | 81.87 | — | — | — | — | |
| PLIPSetting=Zero-shot2026.03 | 78.77 | — | — | — | — | |
| BMC-CLIPSetting=Zero-shot2026.03 | 76.71 | — | — | — | — | |
| BiomedCLIPSetting=Zero-shot2026.03 | 72.9 | — | — | — | — |