Pain/cramps in legs while doing leg raises?

Recently been doing full leg raises and today I was supposed to be doing 3x20. After the first set my abs were burning but nothing too bad but just halfway through the second set, the backs of my thighs were really seizing up with every lift of my legs. I couldn't even complete the second set and didn't attempt the third. What could be the problem here? Am I not flexible enough?