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The arena concept doesn’t work for image models due to watermarks.
by nycdatasci 10mo ago
The arena concept doesn’t work for image models due to watermarks.
- encroach 10mo agoThere are no watermarks in the arena.
- nycdatasci 10mo agoThere are no visible watermarks, but model makers can use steganographic codes to identify outputs from their own models.
- nycdatasci 10mo agoText-to-Image Models Leave Identifiable Signatures: Implications for Leaderboard Security https://arxiv.org/pdf/2510.06525 https://arxiv.org/pdf/2510.06525
- encroach 10mo agoThis is true, however LMArena does employ some methods to mitigate attempts to manipulate the leaderboard, see https://openreview.net/forum?id=zf9zwCRKyP https://openreview.net/forum?id=zf9zwCRKyP They also control for style https://news.lmarena.ai/sentiment-control/ https://news.lmarena.ai/sentiment-control/