paper-with-me

Image Manipulation Detection 벤치마크

Image Manipulation Detection on COVERAGE

72개 결과 · ⬇ CSV · JSON

Balanced Accuracy

391 485.8 580.5 675.2 770 2019-06 2026-11 ManTraNet — 500.0 (2019-06-01) ManTraNet — 500.0 (2019-06-01) ManTraNet — 500.0 (2019-06-01) ManTraNet — 500.0 (2019-06-01) ManTraNet — 500.0 (2019-06-01) ManTraNet — 500.0 (2019-06-01) ManTraNet — 500.0 (2019-06-01) ManTraNet — 500.0 (2019-06-01) ManTraNet — 500.0 (2019-06-01) CR-CNN — 391.0 (2019-11-19) CR-CNN — 391.0 (2019-11-19) CR-CNN — 391.0 (2019-11-19) CR-CNN — 391.0 (2019-11-19) CR-CNN — 391.0 (2019-11-19) CR-CNN — 391.0 (2019-11-19) CR-CNN — 391.0 (2019-11-19) CR-CNN — 391.0 (2019-11-19) CR-CNN — 391.0 (2019-11-19) MVSS-Net — 514.0 (2021-04-14) MVSS-Net — 514.0 (2021-04-14) MVSS-Net — 514.0 (2021-04-14) MVSS-Net — 514.0 (2021-04-14) MVSS-Net — 514.0 (2021-04-14) MVSS-Net — 514.0 (2021-04-14) MVSS-Net — 514.0 (2021-04-14) MVSS-Net — 514.0 (2021-04-14) MVSS-Net — 514.0 (2021-04-14) CAT-Net v2 — 635.0 (2021-08-30) CAT-Net v2 — 635.0 (2021-08-30) CAT-Net v2 — 635.0 (2021-08-30) CAT-Net v2 — 635.0 (2021-08-30) CAT-Net v2 — 635.0 (2021-08-30) CAT-Net v2 — 635.0 (2021-08-30) CAT-Net v2 — 635.0 (2021-08-30) CAT-Net v2 — 635.0 (2021-08-30) CAT-Net v2 — 635.0 (2021-08-30) TruFor — 680.0 (2022-12-21) TruFor — 680.0 (2022-12-21) TruFor — 680.0 (2022-12-21) TruFor — 680.0 (2022-12-21) TruFor — 680.0 (2022-12-21) TruFor — 680.0 (2022-12-21) TruFor — 680.0 (2022-12-21) TruFor — 680.0 (2022-12-21) TruFor — 680.0 (2022-12-21) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) Early Fusion — 770.0 (2023-12-04) Late Fusion — 720.0 (2023-12-04) ManTraNet — 500.0 (2019-06-01) MVSS-Net — 514.0 (2021-04-14) CAT-Net v2 — 635.0 (2021-08-30) TruFor — 680.0 (2022-12-21) Early Fusion — 770.0 (2023-12-04)
RankModel Balanced AccuracyAUC PaperCodeYear
1 Early Fusion .770.839 MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization idt-iti/mmfusion-iml 2023
2 Late Fusion .720.792 MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization idt-iti/mmfusion-iml 2023
3 TruFor .680.770 TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization 2022
4 CAT-Net v2 .635.680 Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization mjkwon2021/cat-net 2021
5 MVSS-Net .514.733 Image Manipulation Detection by Multi-View Multi-Scale Supervision dong03/MVSS-Net · dddb11/MVSS-Net 2021
6 ManTraNet .500.760 ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features ISICV/ManTraNet · RonyAbecidan/Mantranet-pytorch · SunnyHaze/ManTraNet-Pytorch 2019
7 CR-CNN .391.553 Constrained R-CNN: A general image manipulation detection model 2019
8 SPAN .235.670 SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization ZhiHanZ/IRIS0-SPAN
9 Early Fusion .770.839 MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization idt-iti/mmfusion-iml 2023
10 Late Fusion .720.792 MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization idt-iti/mmfusion-iml 2023
11 TruFor .680.770 TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization 2022
12 CAT-Net v2 .635.680 Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization mjkwon2021/cat-net 2021
13 MVSS-Net .514.733 Image Manipulation Detection by Multi-View Multi-Scale Supervision dong03/MVSS-Net · dddb11/MVSS-Net 2021
14 ManTraNet .500.760 ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features ISICV/ManTraNet · RonyAbecidan/Mantranet-pytorch · SunnyHaze/ManTraNet-Pytorch 2019
15 CR-CNN .391.553 Constrained R-CNN: A general image manipulation detection model 2019
16 SPAN .235.670 SPAN: Spatial Pyramid Attention Network for Image Manipulation Localization ZhiHanZ/IRIS0-SPAN
17 Early Fusion .770.839 MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization idt-iti/mmfusion-iml 2023
18 Late Fusion .720.792 MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization idt-iti/mmfusion-iml 2023
19 TruFor .680.770 TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization 2022
20 CAT-Net v2 .635.680 Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization mjkwon2021/cat-net 2021
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