Town looked to have secured a point thanks to James Collins' first half penalty, only for Stockley to hit the net in the closing stages to make it seven straight away defeats for Graeme Jones' side. See below to read how the Hatters rated for their efforts at Deepdale.
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Hull's Peter Skipper (left) and David Rennie batlle it out in front of 13,551 at Elland Road.
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Action from the League Cup round two, second leg clash at Elland Road as Leeds tried to overcome a 2-3 first leg deficit.
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The Whites could not find a breakthrough.
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Ian Baird heads home against Pompey at Elland Road.