Merge branch 'main' of https://huggingface.co/Continual-Mega/ADCT into main

README.md

@@ -1,3 +1,43 @@
----
-license: cc-by-nc-4.0
----
+---
+license: cc-by-nc-4.0
+datasets:
+- Continual-Mega/Continual-Mega-Neurips2025
+---
+
+
+# 🧠 Continual-MEGA: A Large-scale Benchmark for Generalizable Continual Anomaly Detection
+
+This repository provides model checkpoints for **Continual-MEGA**, a benchmark introduced in the paper:
+
+[![Paper](https://img.shields.io/badge/Paper-arXiv%3A2506.00956-b31b1b?logo=arxiv&style=flat-square)](https://arxiv.org/abs/2506.00956)
+
+🔗 **Codebase**: [Continual-Mega/Continual-Mega](https://github.com/Continual-Mega/Continual-Mega)
+
+---
+
+## 🚀 Overview
+
+Continual-MEGA introduces a realistic and large-scale benchmark for **continual anomaly detection** that emphasizes generalizability across domains and tasks.
+
+The benchmark features:
+
+- ✅ Diverse anomaly types across domains
+- 🔁 Class-incremental continual learning setup
+- 📈 A large-scale evaluation protocol surpassing previous benchmarks
+
+This repository hosts pretrained **model checkpoints** used in various scenarios defined in the benchmark.
+
+---
+
+## 📦 Available Checkpoints
+
+| Model Name          | Scenario   | Task                    | Description                                               |
+|---------------------|------------|-------------------------|-----------------------------------------------------------|
+| `sc2_prompt_maker`| Scenario 2 | Base                    | Prompt maker trained on Scenario 2 base classes           |
+| `model_sc2_base`    | Scenario 2 | Base                    | Trained on Scenario 2 base classes       |
+| `model_sc2_task1`   | Scenario 2 | Task 1 (30 classes)     | Trained on Task 1 (30 classes) in Scenario 2 |
+| `model_sc2_task2`   | Scenario 2 | Task 2 (30 classes)     | Trained on Task 2 (30 classes) in Scenario 2 |
+| *(More to come)*    | –          | –                       | –                                                         |
+
+
+---

scenario2/30classes/adapters_sc2_task2.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:78241d7c9413c8a484811dd2b421c70ddb56ec82dfbed864732b8cc4ca3efca3
+size 25166520

scenario2/30classes/prompt_maker_sc2.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce43f4fbb78bb18421fea78655a3df88c0ee49ba5d2569cfc5a0698220386dcc
+size 491696