A team of helpers nursed the young male for five days, before it died.
The whale, found alive in a canal in Songkhla province, vomited five bags during the rescue attempt.
The ingested bags weighed approximately 8kg – enough to prevent the whale from digesting enough nutritional food, reports suggest.
Last month the Thai government announced it was considering implementing a levy on plastic bags in a bid to curb usage.