SOCO
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Related Articles from SNS
SOCO: Benchmarking Semantic Object Correspondence in Vision Foundation Models
arXiv:2605.31597v1 Announce Type: new Abstract: Measuring structured object understanding in vision foundation models remains challenging due to inconsistent evaluation protocols and limited part-level supervision. Semantic correspondence (SC) evaluates this capability by testing whether object parts can be matched across instances and categories under large variations in appearance, viewpoint, and geometry. To enable a systematic SC evaluation, we introduce SOCO, a new benchmark for...
SOCO: Benchmarking Semantic Object Correspondence in Vision Foundation Models
arXiv:2605.31597v2 Announce Type: replace Abstract: Measuring structured object understanding in vision foundation models remains challenging due to inconsistent evaluation protocols and limited part-level supervision. Semantic correspondence (SC) evaluates this capability by testing whether object parts can be matched across instances and categories under large variations in appearance, viewpoint, and geometry. To enable a systematic SC evaluation, we introduce SOCO, a new benchmark for...
Karnataka trader kills wife, son, dies by suicide; note blames free bus scheme
MANDYA: 65-year-old garment trader in Karnataka's Mandya district allegedly killed his wife and son before ending his own life, leaving behind a purported suicide note pointing to mounting debts, loan repayment pressure and business losses that he linked to the state's free bus travel scheme. The deceased were identified as Prabhakar (65), his wife Jyothi (55) and their son Santosh (28). Police said the bodies of Jyothi and Santosh were found at the family's rented house, while Prabhakar was...