Baweja won the Worst Actor award for his performance in dud "What's Your Raashee?" while Kareena was adjudged Worst Actress for her role in "Kambakkht Ishq".
The chief guest of the evening was Bollywood funnyman Cyrus Broacha, who was awarded the Cyrus Broacha Memorial Award.
"It's great. I'm thrilled. I hope to win this award every year, " Cyrus said in his cheeky fashion.
Filmmaker Madhur Bhandarkar won the "Bas Kijiye Bahut Ho Gaya (Please stop its Enough) Award"!, asking him to stop making films. In a great crossover moment, even Hollywood stars Sylvester Stallone and Denise Richards won the "Baawra Ho Gaya Hai Ke" (Have you gone muts) Award for participating in expensive flop "Kambakkht Ishq" alongside Kareena and Akshay Kumar.
The worst supporting actor (male and female) went to Ranvir Shorey and Deepika Padukone respectively for their roles in "Chandni Chowk To China". While the worst film went to "Kambakkht Ishq", Ashutosh Gowariker was declared worst director for "What's Your Raashee?".
The function at the India Habitat Centre here was complete with digs at actors, from old timers to the new ones.
After hearing open digs at veteran actors Rajendra Kumar, late Feroz Khan and filmmaker Yash Chopra, Cyrus said: "If we want to abuse, we should abuse everybody."
Rahul Ram, the vocalist of popular band Indian Ocean performed a humorous take on the song "Nani teri morni.." and "Raat ke musafir".
Jackky Bhagnani and Shruti Haasan were declared the worst newcomer actors for their roles in "Kal Kissne Dekha" and "Luck" respectively.
Rani Mukerji-starrer "Dil Bole Hadippa!" was given the Most Original Story award for being copied from Hollywood's "She's The Man" while her pairing with Shahid Kapoor in the same was named the Worst Pair.
In the special award winners category were director Kabir Khan and producer Aditya Chopra who were the recipients of a "Lajja" (Shame) Award for the Worst Treatment of a Serious Issue in "New York", Abhishek Bachchan won the Dara Singh Award for worst accent in "Delhi-6".
In the same category, an Insensitivity Award went to "Chandni Chowk To China" while a Black Award for Emotional Blackmail went to Amitabh Bachchan-starrer "Paa".
Abhishek Bachchan also won worst accent in Rakeysh Omprakash Mehra's "Delhi-6".
The actor was declared the winner of the Dara Singh Award for worst accent in "Delhi-6" at the second annual Golden Kela awards, a spin-off on Hollywood's Golden Raspberry Awards, also known as the Razzies, which recognizes the worst in cinema.
"Another milestone in my career. I won the Golden Kela award for worst accent in 'Delhi 6'. Chalo at least 'Delhi-6' won something. I'm overjoyed!" Abhishek posted on micro-blogging site Twitter.
Abhishek had no competitors for this special award.
The Golden Kela awards night was held here Friday with funnyman Cyrus Broacha as the chief guest. None of the stars who were named for the awards were present at the event.
None of the stars named for the awards were present at the gala.
Launched by Random magazine last year, the gala is a spin-off on Hollywood's Golden Raspberry Awards, also known as the Razzies, which recognises the worst in cinema.
The categories and the nominees were shortlisted by the editorial board of the magazine and were selected via an online public poll on the website.