Echo

Reported on 3 benchmarks across 3 tasks · 1 paper · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology2 results

Anomaly DetectiononMVTecAD
Accuracy (% )· 2025-01-27
72.9
best: 81.4 (VELM)
SOTA
Can Multimodal Large Language Models be Guided to Improve Industrial Anomaly Detection?arXiv:2501.15795
2D ClassificationonMVTecAD
Accuracy (% )· 2025-01-27
72.9
best: 81.4 (VELM)
SOTA
Can Multimodal Large Language Models be Guided to Improve Industrial Anomaly Detection?arXiv:2501.15795

Computer Vision1 result

Anomaly ClassificationonMVTecAD
Accuracy (% )· 2025-01-27
72.9
best: 81.4 (VELM)
SOTA
Can Multimodal Large Language Models be Guided to Improve Industrial Anomaly Detection?arXiv:2501.15795