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hi my name is heaven today Iamp;#39;m gonna talk about our work Trust a quick summary of our work would be we build a new Benchmark for the skin tone bias issue of Albedo estimation we analysis the problem and propose a new Solution by leveraging the same information well metaverse is approaching docHub progress has been made on estimating 3D fish shape and Albedo from in a wild facial images we question if these methods are inclusive to face images regardless of the skin tone to have a systematic investigation we build a fair Benchmark for skin tone accuracy of Albedo estimation The Benchmark consists of over 200 subjects balanced over the six skin types illuminated with various lightings resulting in over 2000 facial images all paired with Albedo ground shoes visual assessment is not enough for science so we propose to use the individual typology angle a matrix that is well correlated with melanin concentration and has been widely used in the field of Dermatology it is objectiv