Duncan James, Antony Costa, Leomie Anderson and Marianna Spring (S03E04)

S03E01 Jo Brand, Anita Rani, Elle Osili-Wood, Molly Whitehouse S03E02 Claire Sweeney, Rickie Haywood-Williams, Dr Idz, Rosette Ale S03E03 Prue Leith, Gyles Brandreth, Dr Emeka Okorocha S03E04 Duncan James, Antony Costa, Leomie Anderson and Marianna Spring S03E05 Jordan North, Craig Revel Horwood and Rhianna Dhillon S03E06 Frank Skinner, Sunetra Sarker, Kathryn Pinkham S03E07 Dannii Minogue, Pete Wicks, Rhianna Dhillon, Javeno McLean S03E08 Laura Smyth, Kathy Lette and Ken Okoroafor S03E09 Tim Peake, Seann Walsh, Elle Osili-Wood, Hollie Grant S03E10 Gabrielle, Sara Pascoe, Rob Hobson, Julie Norburn S03E11 Jill Scott, Nina Wadia, Elle Osili-Wood, Josh Paterson S03E12 Giovanna Fletcher, Dr. Faye Begeti, Aija Lukosjus S03E13 Adam Garcia, Eddie Izzard, Rhianna Dhillon, Lavina Mehta S03E14 Aston Merrygold, Jack Savoretti, Joanna Harrison, Maisie Violet Rees S03E15 Todrick Hall, Helen McGinn, Rhianna Dhillon S03E16 Brenda Edwards, Patrick Grant, Lucy Edwards, Rhianna Dhillon S03E17 Sophie Duker, Livi Sheldon, Rhianna Dhillon, Billy Wingrove S03E18 Alexandra Burke, Maisie Smith, Amel