Multimodal unlearning · ECCV 2026

Genμ 2.0

Competition standings

Challenge open. Final submission deadline: . Evaluation and results declaration: .
Leaderboard

Competition standings — 2026 edition

Verified submissions are ranked on this website. Face and Speech rankings are determined only by ERB; supporting preservation and quality measurements are shown separately. The Concept Track continues to use ERR.

StatusChallenge open — submissions are accepted until 10 July 2026.
TracksTask 1 (Face Unlearning), Task 2 (Speech Unlearning), Task 3 (Concept Unlearning).
Leaderboard updatesVerified results are posted here as evaluation progresses.

Current status

The challenge is open. Submit through the track-specific Google Forms by 10 July 2026. Submitted weights and repositories are verified, qualifying entries are added below, and final results are declared on 25 July 2026.

Ranking rule

Face and Speech: rank is determined only by \(\mathrm{ERB}=2(EA)(RA)/(EA+RA)\), where \(EA=100-FA\). Other measurements are displayed for transparency but do not affect rank. Concept: the original ERR score is used. Full definitions are on the Evaluation page.

Leaderboard — Task 1: Face Unlearning Track

RankTeamModel / checkpointERB ↑FA ↓RA ↑GP ↑AR ↑Updated
No verified entries yet. Rankings will be added after evaluation is completed.

Leaderboard — Task 2: Speech Unlearning Track

RankTeamModel / checkpointERB ↑FA ↓RA ↑PPS ↑SAR ↑Updated
No verified entries yet. Rankings will be added after evaluation is completed.

Leaderboard — Task 3: Concept Unlearning

RankTeamModel / checkpointERR Score ↑Forgetting \(\bar{A}_{\mathrm{fgt}}\) ↑Retention \(\bar{A}_{\mathrm{ret}}\) ↑Robustness \(\bar{A}_{\mathrm{adv}}\) ↑Weight \(\Delta\) ↓Updated
No verified entries yet. Rankings will be added after evaluation is completed.