paper-with-me

Image Manipulation Detection 벤치마크

Image Manipulation Detection on Columbia (OSN-transmitted - Whatsapp)

36개 결과 · ⬇ CSV · JSON

AUC

0.595 0.6685 0.742 0.8155 0.889 2019-02 2026-09 ForSim — 0.595 (2019-02-13) ForSim — 0.595 (2019-02-13) ForSim — 0.595 (2019-02-13) ForSim — 0.595 (2019-02-13) ForSim — 0.595 (2019-02-13) ForSim — 0.595 (2019-02-13) ForSim — 0.595 (2019-02-13) ForSim — 0.595 (2019-02-13) ForSim — 0.595 (2019-02-13) ManTra-Net — 0.63 (2019-06-01) ManTra-Net — 0.63 (2019-06-01) ManTra-Net — 0.63 (2019-06-01) ManTra-Net — 0.63 (2019-06-01) ManTra-Net — 0.63 (2019-06-01) ManTra-Net — 0.63 (2019-06-01) ManTra-Net — 0.63 (2019-06-01) ManTra-Net — 0.63 (2019-06-01) ManTra-Net — 0.63 (2019-06-01) Wu22 — 0.889 (2022-01-01) Wu22 — 0.889 (2022-01-01) Wu22 — 0.889 (2022-01-01) Wu22 — 0.889 (2022-01-01) Wu22 — 0.889 (2022-01-01) Wu22 — 0.889 (2022-01-01) Wu22 — 0.889 (2022-01-01) Wu22 — 0.889 (2022-01-01) Wu22 — 0.889 (2022-01-01) DF-Net — 0.883 (2025-03-28) DF-Net — 0.883 (2025-03-28) DF-Net — 0.883 (2025-03-28) DF-Net — 0.883 (2025-03-28) DF-Net — 0.883 (2025-03-28) DF-Net — 0.883 (2025-03-28) DF-Net — 0.883 (2025-03-28) DF-Net — 0.883 (2025-03-28) DF-Net — 0.883 (2025-03-28) ForSim — 0.595 (2019-02-13) ManTra-Net — 0.63 (2019-06-01) Wu22 — 0.889 (2022-01-01)
RankModel AUCf-ScoreIntersection over Union PaperCodeYear
1 Wu22 0.8890.7270.628 Robust Image Forgery Detection Over Online Social Network Shared Images highwaywu/imageforensicsosn 2022
2 DF-Net 0.8830.7620.685 DF-Net: The Digital Forensics Network for Image Forgery Detection record/8142658 · DFisch/Image-Manipulation-Detection 2025
3 ManTra-Net 0.6300.0980.052 ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features ISICV/ManTraNet · RonyAbecidan/Mantranet-pytorch · SunnyHaze/ManTraNet-Pytorch 2019
4 ForSim 0.5950.4360.294 Forensic Similarity for Digital Images MISLgit/forensic-similarity-for-digital-images 2019
5 Wu22 0.8890.7270.628 Robust Image Forgery Detection Over Online Social Network Shared Images highwaywu/imageforensicsosn 2022
6 DF-Net 0.8830.7620.685 DF-Net: The Digital Forensics Network for Image Forgery Detection record/8142658 · DFisch/Image-Manipulation-Detection 2025
7 ManTra-Net 0.6300.0980.052 ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features ISICV/ManTraNet · RonyAbecidan/Mantranet-pytorch · SunnyHaze/ManTraNet-Pytorch 2019
8 ForSim 0.5950.4360.294 Forensic Similarity for Digital Images MISLgit/forensic-similarity-for-digital-images 2019
9 Wu22 0.8890.7270.628 Robust Image Forgery Detection Over Online Social Network Shared Images highwaywu/imageforensicsosn 2022
10 DF-Net 0.8830.7620.685 DF-Net: The Digital Forensics Network for Image Forgery Detection record/8142658 · DFisch/Image-Manipulation-Detection 2025
11 ManTra-Net 0.6300.0980.052 ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features ISICV/ManTraNet · RonyAbecidan/Mantranet-pytorch · SunnyHaze/ManTraNet-Pytorch 2019
12 ForSim 0.5950.4360.294 Forensic Similarity for Digital Images MISLgit/forensic-similarity-for-digital-images 2019
13 Wu22 0.8890.7270.628 Robust Image Forgery Detection Over Online Social Network Shared Images highwaywu/imageforensicsosn 2022
14 DF-Net 0.8830.7620.685 DF-Net: The Digital Forensics Network for Image Forgery Detection record/8142658 · DFisch/Image-Manipulation-Detection 2025
15 ManTra-Net 0.6300.0980.052 ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features ISICV/ManTraNet · RonyAbecidan/Mantranet-pytorch · SunnyHaze/ManTraNet-Pytorch 2019
16 ForSim 0.5950.4360.294 Forensic Similarity for Digital Images MISLgit/forensic-similarity-for-digital-images 2019
17 Wu22 0.8890.7270.628 Robust Image Forgery Detection Over Online Social Network Shared Images highwaywu/imageforensicsosn 2022
18 DF-Net 0.8830.7620.685 DF-Net: The Digital Forensics Network for Image Forgery Detection record/8142658 · DFisch/Image-Manipulation-Detection 2025
19 ManTra-Net 0.6300.0980.052 ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features ISICV/ManTraNet · RonyAbecidan/Mantranet-pytorch · SunnyHaze/ManTraNet-Pytorch 2019
20 ForSim 0.5950.4360.294 Forensic Similarity for Digital Images MISLgit/forensic-similarity-for-digital-images 2019
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